Tim Baldwin's Publication List

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My Google Scholar profile is a reasonably accurate snapshot of my publication output.

Forthcoming publications/research in progress

Maaz, Muhammad, Hanoona Rasheed, Abdelrahman Shaker, Salman Khan, Hisham Cholakal, Rao M. Anwer, Tim Baldwin, Michael Felsberg, Fahad S. Khan (to appear) PALO: A Polyglot Large Multimodal Model for 5B People, In Proceedings of the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, USA.
Yun, Sukmin, Haokun Lin, Rusiru Thushara, Mohammad Qazim Bhat, Yongxin Wang, Zutao Jiang, Mingkai Deng, Jinhong Wang, Tianhua Tao, Junbo Li, Haonan Li, Preslav Nakov, Timothy Baldwin, Zhengzhong Liu, Eric P. Xing, Xiaodan Liang, Zhiqiang Shen (to appear) Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs, In Proceedings of NeurIPS 2024.
Koto, Fajri, Rahmad Mahendra, Nurul Aisyah, Timothy Baldwin (to appear) IndoCulture: Exploring Geographically-Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces, Transactions of the Association for Computational Linguistics.

2024

Jauhiainen, Tommi, Marcos Zampieri, Timothy Baldwin and Krister Lindén (2024) Automatic Language Identification in Texts, Springer Synthesis Lectures on Human Language Technologies.
Hur, Brian, Karin M. Verspoor, Timothy Baldwin, Laura Y. Hardefeldt, Caitlin Pfeiffer, Caroline Mansfield, Riati Scarborough and James R. Gilkerson (2024) Using Natural Language Processing and Patient Journey Clustering for Temporal Phenotyping of Antimicrobial Therapies for Cat Bite Abscesses, Preventive Veterinary Medicine 223.
Koto, Fajri, Tilman Beck, Zeerak Talat, Iryna Gurevych and Timothy Baldwin (2024) Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon, In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), St Julians, Malta, pp. 298—320.
Wang, Yuxia, Haonan Li, Xudong Han, Preslav Nakov and Timothy Baldwin (2024) Do-Not-Answer: Evaluating Safeguards in LLMs, In Findings of EACL, pp. 896—911.
Vallejo, Gisela, Timothy Baldwin, Lea Frermann (2024) Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing, In Proceedings of the Sixth Workshop on NLP and Computational Social Science, Mexico City, Mexico, pp. 16–31.
Truong, Thinh Hung, Yulia Otmakhova, Trevor Cohn, Karin Verspoor and Timothy Baldwin (2024) Revisiting subword tokenization: A case study on affixal negation in large language models, In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2024), Mexico City, Mexico, pp. 5082–5095.
Liu, Chen Cecilia, Fajri Koto, Timothy Baldwin and Iryna Gurevych (2024) Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings, In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2024), Mexico City, Mexico, pp. 2016–2039.
Kuribayashi, Tatsuki, Yohei Oseki, Timothy Baldwin (2024) Psychometric Predictive Power of Large Language Models, In Findings of NAACL, Mexico City, Mexico, pp. 1983–2005.
Wang, Renxi, Haonan Li, Minghao Wu, Yuxia Wang, Xudong Han, Chiyu Zhang and Timothy Baldwin (2024) Demystifying Instruction Mixing for Fine-tuning Large Language Models, In Proceedings of the ACL 2024 Student Research Workshop, Bangkok, Thailand, pp. 162—169.
Kurniawan, Kemal, Meladel Mistica, Timothy Baldwin and Jey Han Lau (2024) To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction, In Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, Bangkok, Thailand, pp. 362—368.
Wang, Yuxia, Zenan Zhai, Haonan Li, Xudong Han, Shom Lin, Zhenxuan zhang, Angela Jingru Zhao, Preslav Nakov and Timothy Baldwin (2024) A Chinese Dataset for Evaluating the Safeguards in Large Language Models, In Findings of ACL 2024, Bangkok, Thailand, pp. 3106—3119.
Koto, Fajri, Haonan Li, Sara Shatnawi, Jad Doughman, Abdelrahman Boda Sadallah, Aisha Alraeesi, Khalid Almubarak, Zaid Alyafeai, Neha Sengupta, Shady Shehata, Nizar Habash, Preslav Nakov and Timothy Baldwin (2024) ArabicMMLU: Assessing Massive Multitask Language Comprehension in Arabic, In Findings of ACL 2024, Bangkok, Thailand, pp. 5622—5640.
Fadeeva, Ekaterina, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov and Maxim Panov (2024) Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification, In Findings of ACL 2024, Bangkok, Thailand, pp. 9367—9385.
Li, Haonan, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan and Timothy Baldwin (2024) CMMLU: Measuring massive multitask language understanding in Chinese, In Findings of ACL 2024, Bangkok, Thailand, pp. 11260—11285.
Kuribayashi, Tatsuki, Ryo Ueda, Ryo Yoshida, Yohei Oseki, Ted Briscoe and Timothy Baldwin (2024) Emergent Word Order Universals from Cognitively-Motivated Language Models, In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, pp. 14522—14543.
Augenstein, Isabelle, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca, Ciampaglia, David Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Halevy, Eduard Hovy, Heng Ji, Filippo Menczer, Ruben Miguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma and Giovanni Zagni (2024) Factuality Challenges in the Era of Large Language Models and Opportunities for Fact-Checking, Nature Machine Intelligence.
Šuster, Simon, Timothy Baldwin and Karin Verspoor (2024) Zero- and Few-Shot Prompting of Generative Large Language Models Provides Weak Assessment of Risk of Bias in Clinical Trials, Research Synthesis Methods.
Liu, Zhengzhong, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Yonghao Zhuang, Guowei He, Haonan Li, Fajri Koto, Liping Tang, Nikhil Ranjan, Zhiqiang Shen, Roberto Iriondo, Cun Mu, Zhiting Hu, Mark Schulze, Preslav Nakov, Timothy Baldwin and Eric P. Xing (2024) LLM360: Towards Fully Transparent Open-Source LLMs, In Proceedings of the First Conference on Language Modeling, Philadelphia, USA.
Pieri, Sara, Sahal Shaji Mullappilly, Fahad Shahbaz Khan, Rao Muhammad Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal (2024) BiMediX: Bilingual Medical Mixture of Experts LLM, Findings of the Association for Computational Linguistics: EMNLP 2024, pp. 16984—17002.
Yang, Jinrui, Fan Jiang, Timothy Baldwin (to appear) Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods, In Proceedings of the Fourth Workshop on Multilingual Representation Learning, pp. 280—292, Miami, USA.

2023

Li, Haonan, Fajri Koto, Minghao Wu, Alham Fikri Aji and Timothy Baldwin (2023) Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation, arXiv cs.CL 2305.15011.
Sengupta, Neha, Sunil Kumar Sahu, Bokang Jia, Satheesh Katipomu, Haonan Li, Fajri Koto, William Marshall, Gurpreet Gosal, Cynthia Liu, Zhiming Chen, Osama Mohammed Afzal, Samta Kamboj, Onkar Pandit, Rahul Pal, Lalit Pradhan, Zain Muhammad Mujahid, Massa Baali, Xudong Han, Sondos Mahmoud Bsharat, Alham Fikri Aji, Zhiqiang Shen, Zhengzhong Liu, Natalia Vassilieva, Joel Hestness, Andy Hock, Andrew Feldman, Jonathan Lee, Andrew Jackson, Hector Xuguang Ren, Preslav Nakov, Timothy Baldwin and Eric Xing (2023) Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models, arXiv cs.CL 2308.16149.
Ma, Chunpeng, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck and Timothy Baldwin (2023) On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study, ACM Transactions on Asian Low-Resource Languages and Information Processing 22(3) pp. 1—19.
Šuster, Simon, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David Martinez Iraola, Yulia Otmakhova and Karin Verspoor (2023) Automating Quality Assessment of Medical Evidence in Systematic Reviews, Journal of Medical Internet Research 25:e35568.
Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Maulana Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau, Rico Sennrich and Sebastian Ruder (2023) NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages, In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023), Dubrovnik, Croatia, pp. 815—834.
Han, Xudong, Timothy Baldwin and Trevor Cohn (2023) Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP, In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023), Dubrovnik, Croatia, pp. 297—312.
Han, Xudong, Timothy Baldwin and Trevor Cohn (2023) Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation, In Proceedings of the Eleventh International Conference on Learning Representations (ICLR 2023), Kigali, Rwanda.
Šuster, Simon, Timothy Baldwin and Karin Verspoor (2023) Analysis of predictive performance and reliability of classifiers for quality assessment of medical evidence revealed important variation by medical area, Journal of Clinical Epidemiology 159, P58-69.
Cahyawijaya, Samuel, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh Dhole, Arie Suryani, Rifki Afina Putri, Dan Su, Keith David Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Inastra Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti and Ayu Purwarianti (2023) NusaCrowd: Open Source Initiative for Indonesian NLP Resources, In Findings of ACL, pp. 13745—13818.
Wada, Takashi, Yuji Matsumoto, Timothy Baldwin and Jey Han Lau (2023) Unsupervised Paraphrasing of Multiword Expressions, In Findings of ACL pp. 4732—4746.
Dasgupta, Sayantan, Trevor Cohn and Timothy Baldwin (2023) Improving Model-Agnostic Distillation for Large Language Models, In Findings of ACL, pp. 7346—7354.
Truong, Thinh Hung, Timothy Baldwin, Karin Verspoor and Trevor Cohn (2023) Language Models are not Naysayers: An Analysis of Language Models on Negation Benchmarks, In Proceedings of the Twelfth Joint Conference on Lexical and Computational Semantics (*SEM 2023), Toronto, Canada, pp. 101—114.
Suster, Simon, Timothy Baldwin and Karin Verspoor (2023) Does Promoting Fairness in Classification of Quality of Medical Evidence Work?, In Proceedings of the 22nd SIGBioMed Workshop on Biomedical Language Processing (BioNLP 2023), Toronto, Canada, pp. 413—426.
Saint-Jalmes, Martin, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin Goudey (2023) Disease Progression Modelling of Alzheimer's Disease Using Probabilistic Principal Components Analysis, NeuroImage 278.
Yuxia, Wang, Shimin Tao, Ning Xie, Hao Yang, Karin Verspoor, Timothy Baldwin (2023) Collective Human Opinions in Semantic Textual Similarity, Transactions of the Association for Computational Linguistics 11, pp. 997—1013.
Kuzmin, Gleb, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko and Timothy Baldwin (2023) Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? In Proceedings of the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 13th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2023), Bali, Indonesia, pp. 744—770.
Fang, Biaoyan, Trevor Cohn, Timothy Baldwin and Lea Frermann (2023) It's not only What You Say, It's also Who It's Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom, In Proceedings of the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 13th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2023), Bali, Indonesia, pp. 197—207.
Li, Haonan, Martin Tomko and Timothy Baldwin (2023) Location Aware Modular Biencoder for Tourism Question Answering, In Findings of the Association for Computational Linguistics: AACL-IJCNLP 2023, Bali, Indonesia, pp. 95—109.
Fang, Biaoyan, Trevor Cohn, Timothy Baldwin and Lea Frermann (2023) Super-SCOTUS: A multi-sourced dataset for the Supreme Court of the US, In Proceedings of the Natural Legal Language Processing Workshop 2023, Singapore, pp. 202—214.
Koto, Fajri, Nurul Aisyah, Haonan Li and Timothy Baldwin (2023) Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU, In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Singapore, pp. 12359—12374.
Fang, Biaoyan, Trevor Cohn, Timothy Baldwin and Lea Frermann (2023) More than Votes? Voting and Language based Partisanship in the US Supreme Court, In Findings of EMNLP 2023, pp. 4604—4614.
Wada, Takashi, Timothy Baldwin and Jey Han Lau (2023) Unsupervised Lexical Simplification with Context Augmentation, In Findings of EMNLP 2023, pp. 9368—9379.
Huang, Yichen and Timothy Baldwin (2023) Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks, In Findings of EMNLP 2023, pp. 5126—5135.
Fadeeva, Ekaterina, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin and Artem Shelmanov (2023) LM-Polygraph: Uncertainty Estimation for Language Models, In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023) Demo Session, Singapore, pp. 446—461.
Yang, Jinrui, Timothy Baldwin and Trevor Cohn (2023) Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval, In Proceedings of the EMNLP 2023 Workshop on Multilingual Representation Learning, Singapore, pp. 282—291.

2022

Hur, Brian, Laura Y Hardefeldt, Karin Verspoor, Timothy Baldwin and James R Gilkerson (2022) Overcoming challenges in extracting prescribing habits from veterinary clinics using big data and deep learning, Australian Veterinary Journal
Jeffries, Bryn, Timothy Baldwin and Marion Zalk (2022) Online Examinations in a Large Australian CS1 Course, In Proceedings of the Twenty-Fourth Australasian Computing Education Conference (ACE 2022), online.
Hur, Brian, Laura Y Hardefeldt, Karin M Verspoor, Timothy Baldwin and James R Gilkerson (2022) Evaluating the dose, indication and agreement with guidelines of antimicrobial use in companion animal practice with natural language processing, JAC-Antimicrobial Resistance 4(1).
Koto, Fajri, Timothy Baldwin and Jey Han Lau (2022) FFCI: A Framework for Interpretable Automatic Evaluation of Summarization, Journal of Artificial Intelligence Research 73, pp. 1553—1607.
Koto, Fajri, Jey Han Lau and Timothy Baldwin (2022) Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ads Text for Product Descriptions?, In Proceedings of the Fifth Workshop on e-Commerce and NLP, pp. 234—243.
Koto, Fajri, Timothy Baldwin and Jey Han Lau (2022) Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian, In Proceedings of the ACL 2022 Workshop on Commonsense Representation and Reasoning, pp. 8—16
Otmakhova, Yulia, Karin Verspoor, Timothy Baldwin and Jey Han Lau (2022) The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature, In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), pp. 5098—5111.
Aji, Alham Fikri, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau and Sebastian Ruder (2022) One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia, In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), pp. 7226—7249.
Fang, Biaoyan, Timothy Baldwin and Karin Verspoor (2022) What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text, In Findings of ACL, 3481—3495.
Li, Yuan, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A Akhondi, Christian Druckenbrodt, Camilo Thorne, Zenan Zhai, Zubair Afzal, Trevor Cohn, Timothy Baldwin and Karin Verspoor (2022) The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents, In Proceedings of the European Conference on Information Retrieval (ECIR 2022), pp. 400—407, Stavanger, Norway.
Wang, Yuxia, Daniel Beck, Timothy Baldwin and Karin Verspoor (2022) Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression, Transactions of the Association for Computational Linguistics 10, 680—696.
Baldwin, Timothy (2022) Trends and Risks Associated with Pre-trained Language Models, NHK技研 R&D No. 189, Foreword (in Japanese).
Li, Haonan, Martin Tomko, Maria Vasardani and Timothy Baldwin (2022) MultiSpanQA: A Dataset for Multi-Span Question Answering, In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2022), pp. 1250—1260.
Truong, Thinh Hung , Timothy Baldwin, Trevor Cohn and Karin Verspoor (2022) Improving negation detection with negation-focused pre-training, In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2022), pp. 4188—4193.
Shen, Aili, Xudong Han, Trevor Cohn, Timothy Baldwin and Lea Frermann (2022) Optimising Equal Opportunity Fairness in Model Training, In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2022), pp. 4073—4084.
Li, Haonan, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin and Nan Duan (2022) CULG: Commercial Universal Language Generation, In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2022), Industry Track, pp. 112—120.
Koto, Fajri, Timothy Baldwin and Jey Han Lau (2022) LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization, In Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022), Gyeongju, Republic of Korea, pp. 3427—3437.
Wada, Takashi, Timothy Baldwin, Yuji Matsumoto and Jey Han Lau (2022) Unsupervised Lexical Substitution with Decontextualised Embeddings, In Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022), Gyeongju, Republic of Korea, pp. 4172—4185.
Wang, Yuxia, Karin Verspoor and Timothy Baldwin (2022) Noisy Label Regularisation for Textual Regression, In Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022), Gyeongju, Republic of Korea, pp. 4228—4240.
Otmakhova, Yulia, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor and Jey Han Lau (2022) LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation, In Proceedings of the Third Workshop on Scholarly Document Processing, Gyeongju, Republic of Korea, pp. 181—187.
Shen, Andrew, Fajri Koto, Jey Han Lau and Timothy Baldwin (2022) Easy-First Bottom-Up Discourse Parsing via Sequence Labelling, In Proceedings of the 3rd Workshop on Computational Approaches to Discourse, Gyeongju, Republic of Korea, pp. 35—41.
Shen, Aili, Xudong Han, Trevor Cohn, Timothy Baldwin and Lea Frermann (2022) Does Representational Fairness Imply Empirical Fairness? In Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, virtual, pp. 81—95.
Han, Xudong, Aili Shen, Trevor Cohn, Timothy Baldwin and Lea Frermann (2022) Systematic Evaluation of Predictive Fairness, In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022), virtual, pp. 68—81.
Truong, Thinh Hung, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey Han Lau and Karin Verspoor (2022) Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation, In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022), virtual, pp. 883—894.
Wang Siyang, Šuster Simon, Baldwin Timothy and Verspoor Karin (2022) Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study, Journal of Medical Internet Research 24(12):e38859.
Han, Xudong, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin and Trevor Cohn (2022) FairLib: A Unified Framework for Assessing and Improving Fairness, In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) Demo Session, Abu Dhabi, pp. 60—71.
Han, Xudong, Timothy Baldwin and Trevor Cohn (2022) Balancing out Bias: Achieving Fairness Through Balanced Training, In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), Abu Dhabi, UAE, pp. 11335—11350.
Otmakhova, Yulia, Karin Verspoor, Timothy Baldwin, Antonio Jimeno Yepes and Jey Han Lau (2022) M3: Multi-level dataset for Multi-document summarisation of Medical studies, In Findings of EMNLP 2022, Abu Dhabi, UAE.
Han, Xudong, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin and Trevor Cohn (2022) Towards Fair Dataset Distillation, In Proceedings of the Third Workshop on Simple and Efficient Natural Language Processing (SustainNLP 2022), Abu Dhabi, UAE, pp. 65—72.
Vallejo, Gisela, Timothy Baldwin and Lea Frermann (2022) Evaluating the Examiner: The Perils of Pearson Correlation for Automatic Summarisation Evaluation, In Proceedings of the 2022 Australasian Language Technology Workshop (ALTW 2022), Adelaide, Australia, pp. 130—138.
Xing, Rui, Shraey Bhatia, Timothy Baldwin and Jey Han Lau (2022) Automatic Explanation Generation For Climate Science Claims, In Proceedings of the 2022 Australasian Language Technology Workshop (ALTW 2022), Adelaide, Australia, pp. 122—129.
Taylor, Joanna E., Meladel Mistica, Graham Fairclough and Timothy Baldwin (2022) Inferring Value: A Multiscalar Analysis of Landscape Character Assessments, In Ross S. Purves, Olga Koblet, and Benjamin Adam (eds.) Environmental Narratives, Ubiquity Press Ltd., pp. 179—196.

2021

Li, Haonan, Ehsan Hamzei, Ivan Majic, Hua Hua, Jochen Renz, Martin Tomko, Maria Vasardani, Stephan Winter and Timothy Baldwin (2021) Neural Factoid Geospatial Question Answering, Journal of Spatial Information Science 23, pp. 65—90.
Baldwin, Timothy, William Croft, Joakim Nivre and Agata Savary (2021) Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics (Dagstuhl Seminar 21351), Dagstuhl Reports 11(7), pp. 89--138.
Sun, Qian, Aili Shen, Hiyori Yoshikawa, Chunpeng Ma, Daniel Beck, Tomoya Iwakura and Timothy Baldwin (2021) Evaluating Hierarchical Document Categorisation, In Proceedings of the 2021 Australasian Language Technology Workshop (ALTW 2021), virtual, pp. 179—184.
van der Goot, Rob, Alan Ramponi, Arkaitz Zubiaga, Barbara Plank, Benjamin Muller, Iñaki San Vicente Roncal, Nikola Ljubešic, Özlem Çetinoglu, Rahmad Mahendra, Talha Çolakoglu, Timothy Baldwin, Tommaso Caselli and Wladimir Sidorenko (2021) MultiLexNorm: A shared task on multilingual lexical normalization, In Proceedings of the 7th Workshop on Noisy User-generated Text (W-NUT 2021), Online and Punta Cana, Dominican Republic.
Wada, Takashi, Tomoharu Iwata, Yuji Matsumoto, Timothy Baldwin and Jey Han Lau (2021) Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora, In Proceedings of the EMNLP 2021 Workshop on Multilingual Representation Learning, Online and Punta Cana, Dominican Republic, pp. 16—31.
Vihikan, Wayan Oger, Meladel Mistica, Inbar Levy, Andrew Christie and Timothy Baldwin (2021) Automatic Resolution of Domain Name Disputes, In Proceedings of the Natural Legal Language Processing Workshop 2021, online, Online and Punta Cana, Dominican Republic, pp. 228—238.
Mistica, Meladel, Jey Han Lau, Brayden Merrifield, Kate Fazio and Timothy Baldwin (2021) Semi-automatic Triage of Requests for Free Legal Assistance, In Proceedings of the Natural Legal Language Processing Workshop 2021, online, Online and Punta Cana, Dominican Republic, pp. 217—227.
Koto, Fajri, Jey Han Lau and Timothy Baldwin (2021) IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization, In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Online and Punta Cana, Dominican Republic, pp. 10660—10668.
Subramanian, Shivashankar, Afshin Rahimi, Timothy Baldwin, Trevor Cohn and Lea Frermann (2021) Fairness-aware Class Imbalanced Learning, In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Online and Punta Cana, Dominican Republic, pp. 2045—2051.
Subramanian, Shivashankar, Xudong Han, Timothy Baldwin, Trevor Cohn and Lea Frermann (2021) Evaluating Debiasing Techniques for Intersectional Biases , In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Online and Punta Cana, Dominican Republic, pp. 2492—2498.
Li, Haonan, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin and Nan Duan (2021) KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning , In Findings of EMNLP, Online and Punta Cana, Dominican Republic, pp. 2918—2928.
Rogers, Anna, Timothy Baldwin and Kobi Leins (2021) 'Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP, In Findings of EMNLP, Online and Punta Cana, Dominican Republic, pp. 4821—4833.
Shen, Aili, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin and Jianzhong Qi (2021) Evaluating Document Coherence Modelling, Transactions of the Association for Computational Linguistics 9: 621—640.
Breen, James, Timothy Baldwin and Francis Bond (2021) Identification of Neologisms in Japanese Corpora using Synthesis, In Proceedings of the XiX EURALEX International Congress (EURALEX 2021), online.
Hiyori Yoshikawa, Saber A. Akhondi, Camilo Thorne, Christian Druckenbrodt, Ralph Hoessel, Zenan Zhai, Jiayuan He, Timothy Baldwin and Karin Verspoor (2021) Chemical Reaction Reference Resolution in Patents, In Proceedings of the 2021 Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech 2021), pp. 10—17.
Šuster, Simon, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martinez and Yula Otmakhova (2021) Impact of Detecting Clinical Trial Elements in Exploration of COVID-19 Literature. In Proceedings of The Fourth International Workshop on Health Natural Language Processing (HealthNLP 2021).
Shen, Aili and Timothy Baldwin (2021) A Simple yet Effective Method for Sentence Ordering, In Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2021), Singapore and online, pp. 154—160.
Koto, Fajri, Jey Han Lau and Timothy Baldwin (2021) Evaluating the Efficacy of Summarization Evaluation across Languages, Findings of ACL, pp. 801—812.
Han, Xudong, Timothy Baldwin and Trevor Cohn (2021) Decoupling Adversarial Training for Fair NLP, Findings of ACL, pp. 471—477.
Winter, Stephan, Timothy Baldwin, Martin Tomko, Jochen Renz, Werner Kuhn and Maria Vasardani (2021) Spatial Concepts in the Conversation With a Computer, In Communications of the ACM 64(7), pp. 82—88.
He, Jiayuan, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin and Karin Verspoor (2021) ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents, Frontiers in Research Metrics and Analytics 6.
Bhatia, Shraey, Jey Han Lau and Timothy Baldwin (2021) Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism, In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2021), virtual.
Koto, Fajri, Jey Han Lau and Timothy Baldwin (2021) Discourse Probing of Pretrained Language Models, In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2021), virtual.
Han, Xudong, Timothy Baldwin and Trevor Cohn (2021) Diverse Adversaries for Mitigating Bias in Training, In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), virtual, pp. 2760—2765.
Koto, Fajri, Jey Han Lau and Timothy Baldwin (2021) Top-down Discourse Parsing via Sequence Labelling, In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), virtual, pp. 715-726.
Fang, Biaoyan, Christian Druckenbrodt, Saber A Akhondi, Jiayuan He, Timothy Baldwin and Karin Verspoor (2021) ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain, In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), virtual, pp. 1362—1375.
Ma, Chunpeng, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck and Timothy Baldwin (2021) On the (In)Effectiveness of Images for Text Classification, In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), virtual, pp. 42—48.
He, Jiayuan, Biaoyan Fang, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin and Karin Verspoor (2021) ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents, In Proceedings of the 43rd European Conference on Information Retrieval (ECIR 2021).
Verspoor, Karin, Simon Šuster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes and David Martinez (2021) Brief description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research, In Proceedings of the 43rd European Conference on Information Retrieval (ECIR 2021).

2020

Wang, Yuxia, Brian Hur, Karin Verspoor and Timothy Baldwin (2020) Robust Multi-pass Sieve for Clinical Concept Normalization, TAL 61(2), pp. 41—66.
Mistica, Meladel, Geordie Z. Zhang, Hui Chia, Kabir Manandhar Shrestha, Rohit Kumar Gupta, Saket Khandelwal, Jeannie Paterson, Timothy Baldwin and Daniel Beck (2020) Information Extraction from Legal Documents: A Study in the Context of Common Law Court Judgements, In Proceedings of the 2020 Australasian Language Technology Workshop (ALTW 2020), virtual, pp. 98—103.
Kitayama, Kotaro, Shivashankar Subramanian and Timothy Baldwin (2020) Popularity Prediction of Online Petitions using a Multimodal Deep Regression Model, In Proceedings of the 2020 Australasian Language Technology Workshop (ALTW 2020), virtual, pp. 110—104.
Yoshikawa, Hiyori, Chunpeng Ma, Aili Shen, Qian Sun, Chenbang Huang, Guillaume Pelat, Akiva Miura, Daniel Beck, Timothy Baldwin and Tomoya Iwakura (2020) UOM-FJ at the NTCIR-15 SHINRA2020-ML Task, In Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies, pp. 201—207, Tokyo, Japan.
Koto, Fajri, Jey Han Lau and Timothy Baldwin (2020) Liputan6: A Large-scale Indonesian Dataset for Text Summarisation, In Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2020), virtual, pp. 598—608.
Koto, Fajri, Afshin Rahimi, Jey Han Lau and Timothy Baldwin (2020) IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP, In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), virtual, pp. 757—770.
Rahimi, Afshin, Timothy Baldwin and Karin Verspoor (2020) WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking, In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), virtual, pp. 5957—5962.
Li, Haonan, Maria Vasardani, Martin Tomko and Timothy Baldwin (2020) Target Word Masking for Location Metonymy Resolution, In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), virtual, pp. 3696—3707.
Otmakhova, Yulia, Karin Verspoor, Timothy Baldwin, Simon Suster, Jey Han Lau (2020) Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration, In Proceedings of the EMNLP 2020 Workshop on NLP for COVID-19, virtual.
Wang, Yuxia, Karin Verspoor and Timothy Baldwin (2020) Learning from Unlabelled Data for Clinical Semantic Textual Similarity, In Proceedings of the 3rd Clinical Natural Language Processing Workshop, virtual.
Hardefeld, Laura Y, Brian Hur, Karin Verspoor, Timothy Baldwin, Kirsten E Bailey, Riata Scarborough, Suzanna Richards, Helen Bilman-Jacobe, Glenn F Browning and James R Gilkerson (2020) Use of cefovecin in dogs and cats attending first-opinion veterinary practices in Australia, Veterinary Record.
Shen, Aili, Bahar Salehi, Jianzhong Qi and Timothy Baldwin (2020) A Multimodal Approach to Assessing Document Quality, Journal of Artificial Intelligence Research Vol 68, pp. 607—632.
Mathur, Nitika, Timothy Baldwin and Trevor Cohn (2020) Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics, In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), pp. 4984—4997.
Leins, Kobi, Jey Han Lau and Timothy Baldwin (2020) Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis?, In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), pp. 2908—2913.
Wang, Yuxia, Fei Liu, Karin Verspoor and Timothy Baldwin (2020) Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity, In Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing (BioNLP 2020), pp. 105—111.
Hur, Brian, Timothy Baldwin, Karin Verspoor, Laura Hardefeldt and James Gilkerson (2020) Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes, In Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing (BioNLP 2020), pp. 156—166.
Jeffries, Bryn, Timothy Baldwin, Marion Zalk and Ben Taylor (2020) Online tutoring to support programming exercises, In Proceedings of the Twenty-Second Australasian Computing Education Conference (ACE 2020), Melbourne, Australia, pp. 56—65.
Hur, Brian A., Laura Y. Hardefeldt, Karin M. Verspoor, Timothy Baldwin, and James R Gilkerson (2020) Describing the Antimicrobial Usage Patterns of Companion Animal Veterinary Practices; Free Text Analysis of more than 4.4 Million Consultation Records, PLoS ONE 15(3): e0230049.
Nguyen, Dat Quoc, Zenan Zhai, Hiyori Yoshikawa, Biaoyan Fang, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Saber A. Akhondi, Trevor Cohn, Timothy Baldwin and Karin Verspoor (2020) ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. In Proceedings of the 42nd European Conference on Information Retrieval (ECIR 2020), Lisbon, Portugal.
He, Jiayuan, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor (2020) Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents, In Proceedings of CLEF 2020: 237—254.

2019

Hovy, Dirk, Afshin Rahimi, Timothy Baldwin and Julian Brooke (2019) Visualizing Regional Language Variation Across Europe on Twitter, In Stanley Brunn and Roland Kehrein (eds.) Handbook of the Changing World Language Map, Springer.
Yoshikawa, Hiyori, Karin Verspoor, Timothy Baldwin, Dat Quoc Nguyen, Zenan Zhai, Saber A. Akhondi, Camilo Thorne and Christian Druckenbrodt (2019) Detecting Chemical Reaction Schemes in Patents, In Proceedings of the 2019 Australasian Language Technology Workshop (ALTW 2019), Sydney, Australia, pp. 100—110.
Koto, Fajri, Jey Han Lau and Timothy Baldwin (2019) Improved Document Modelling with a Neural Discourse Parser, In Proceedings of the 2019 Australasian Language Technology Workshop (ALTW 2019), Sydney, Australia, pp. 67—76.
Arora, Gaurav, Afshin Rahimi and Timothy Baldwin (2019) Does an LSTM forget more than a CNN?, In Proceedings of the 2019 Australasian Language Technology Workshop (ALTW 2019), Sydney, Australia, pp. 77—86.
Shen, Aili, Bahar Salehi, Jianzhong Qi and Timothy Baldwin (2019) Feature-guided Neural Model Training for Supervised Document Representation Learning, In Proceedings of the 2019 Australasian Language Technology Workshop (ALTW 2019), Sydney, Australia, pp. 47—51.
Di, Qianji, Ekaterina Vylomova and Timothy Baldwin (2019) Modelling Tibetan Verbal Morphology, In Proceedings of the 2019 Australasian Language Technology Workshop (ALTW 2019), Sydney, Australia, pp. 35—40.
Salehi, Bahar, Borhan Kazimipour and Timothy Baldwin (2019) Differences in language use: Insights from job and talent search, In Proceedings of the Twenty Fourth Australian Document Computing Symposium (ADCS 2019), Sydney, Australia, pp. 3:1—3:4.
Subramanian, Shivashankar, Trevor Cohn and Timothy Baldwin (2019) Deep Ordinal Regression for Pledge Specificity Prediction, In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong, pp. 1729—1740.
Anirudh Joshi, Timothy Baldwin, Richard Sinnott and Cecile Paris (2019) Reevaluating Argument Component Extraction in Low Resource Settings, In Proceedings of the Second Workshop on Deep Learning for Low-resource NLP (DeepLo 2019), Hong Kong, pp. 219—224.
Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi and Timothy Baldwin (2019) Modelling Uncertainty in Collaborative Document Quality Assessment, In Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019), Hong Kong, pp. 191—201.
Jauhiainen, Tommi, Marco Lui, Marcos Zampieri, Timothy Baldwin and Krister Lindén (2019) Automatic Language Identification in Texts: A Survey, Journal of Artificial Intelligence Research, Volume 65, pp. 675—782.
Mathur, Nitika, Timothy Baldwin and Trevor Cohn (2019) Putting Evaluation in Context: Contextual Embeddings improve Machine Translation Evaluation, In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy, pp. 2799—2808.
Li, Yitong, Timothy Baldwin and Trevor Cohn (2019) Semi-supervised Stochastic Domain Adaptation using Variational Inference , In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy, pp. 1923—1934.
Brian Hur, Laura Y. Hardefeldt, Karin Verspoor, Timothy Baldwin and James R Gilkerson (2019) Using Natural Language Processing and VetCompass to understand antimicrobial usage patterns in Australia, Australian Veterinary Journal 97(8), pp. 298—300.
Hamzei, Ehsan, Haonan Li, Maria Vasardani, Timothy Baldwin, Stephan Winter and Martin Tomko (2019) Place questions and human-generated answers: A data analysis approach, In Proceedings of the 22nd Conference of the Association of Geographic Information Laboratories in Europe (AGILE 2019), Limassol, Cyprus, pp. 3—19.
Shen, Aili, Bahar Salehi, Timothy Baldwin and Jianzhong Qi (2019) A Joint Model for Multimodal Document Quality Assessment, In Proceedings of the 2019 Joint Conference on Digital Libraries (JCDL 2019), Urbana-Champaign, USA.
Li, Haonan, Minghan Wang, Maria Vasardani, Martin Tomko and Timothy Baldwin (2019) UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution, In Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval 2019), Minneapolis, USA, pp. 1313—1318.
Nandakumar, Navnita, Timothy Baldwin and Bahar Salehi (2019) How well do Embedding Models capture Non-compositionality? A View from Multiword Expressions, In Proceedings of the Third Workshop on Evaluating Vector Space Representations (RepEval 2019), Minneapolis, USA, pp. 27—34.
Subramanian, Shivashankar, Trevor Cohn and Timothy Baldwin (2019) Target Based Speech Act Classification in Political Campaign Text, In Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019), Minneapolis, USA, pp. 273—282.
Vylomova, Ekaterina, Ryan Cotterell, Trevor Cohn, Timothy Baldwin and Jason Eisner (2019) Contextualization of Morphological Inflection, In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2019), Minneapolis, USA, pp. 2018—2024.
McCaughey, Tristan, David M. Budden, Paul G. Sanfilippo, George EC Gooden, Li Fan, Eva Fenwick, Gwyneth Rees, Casimir MacGregor, Lei Si, Christine Chen, Helena Hai Liang, Alice Pébay, Timothy Baldwin and Alex W Hewitt (2019) A need for better understanding is the major determinant for public perceptions of human gene editing, Human Gene Therapy 30(1), pp. 36—43.

2018

Nandakumar, Navnita, Bahar Salehi and Timothy Baldwin (2018) A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions, In Proceedings of the 2018 Australasian Language Technology Workshop (ALTW 2018), Dunedin, New Zealand, pp. 71—76.
Mathur, Nitika, Timothy Baldwin and Trevor Cohn (2018) Modelling Annotators for Accurate Machine Translation Evaluation, In Proceedings of the 2018 Australasian Language Technology Workshop (ALTW 2018), Dunedin, New Zealand, pp. 77—82.
Brooke, Julian, King Chan and Timothy Baldwin (2018) Semi-automated resolution of inconsistency for a harmonized multiword-expression and dependency-parse annotation, In Stella Markantonatou, Carlos Ramisch, Agata Savary and Veronika Vincze (eds.) Multiword Expressions at Length and in Depth: Extended papers from the MWE 2017 Workshop, Chapter 9.
Saleni, Bahar, Paul Cook and Timothy Baldwin (2018) Exploiting multilingual lexical resources to predict MWE compositionality , In Stella Markantonatou, Carlos Ramisch, Agata Savary and Veronika Vincze (eds.) Multiword expressions at Length and in Depth: Extended Papers from the MWE 2017 Workshop, Chapter 13.
Xu, Steven, Andrew Bennett, Doris Hoogeveen, Jey Han Lau and Timothy Baldwin (2018) Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata, In Proceedings of the 4th Workshop on Noisy User-generated Text (W-NUT 2018), Brussels, Belgium, pp. 137—147.
Miyazaki, Taro, Afshin Rahimi, Trevor Cohn and Timothy Baldwin (2018) Twitter Geolocation using Knowledge-Based Methods, In Proceedings of the 4th Workshop on Noisy User-generated Text (W-NUT 2018), Brussels, Belgium, pp. 7—16.
Bhatia, Shraey, Jey Han Lau and Timothy Baldwin (2018) Topic Intrusion for Automatic Topic Model Evaluation, In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, pp. 844—849.
Salehi, Bahar, Fei Liu, Timothy Baldwin and Wilson Wong (2018) Multitask Learning for Query Segmentation in Job Search, In Proceedings of the 8th International Conference on the Theory of Information Retrieval (ICTIR 2018), Tianjin, China, pp. 179—182.
Ye, Zhe, Fang Li and Timothy Baldwin (2018) Encoding Sentiment Information into Word Vectors for Sentiment Analysis, In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, USA.
Lau, Jey Han, Trevor Cohn, Timothy Baldwin, Julian Brooke and Adam Hammond (2018) Deep-speare: A joint neural model of poetic language, meter and rhyme, In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Melbourne, Australia, pp. 1948—1958.
Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2018) Semi-supervised User Geolocation via Graph Convolutional Networks, In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Melbourne, Australia, pp. 2009—2019.
Subramanian, Shivashankar, Timothy Baldwin and Trevor Cohn (2018) Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model, In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Melbourne, Australia, pp. 182—188.
Li, Yitong, Trevor Cohn and Timothy Baldwin (2018) Towards Robust and Privacy-preserving Text Representations, In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, Short Papers (ACL 2018), Melbourne, Australia, pp. 25—30.
Liu, Fei, Trevor Cohn and Timothy Baldwin (2018) Narrative Modeling with Memory Chains and Semantic Supervision, In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Melbourne, Australia, pp. 278—284.
Salehi, Bahar, Damiano Spina, Alistair Moffat, Sargol Sadeghi, Falk Scholer, Timothy Baldwin, Lawrence Cavedon, Mark Sanderson, Wilson Wong and Justin Zobel (2018) A Living Lab Study of Query Amendment in Job Search, In Proceedings of 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, USA, pp. 905—908.
Hoogeveen, Doris, Andrew Bennett, Yitong Li, Karin Verspoor and Timothy Baldwin (2018) Detecting Misflagged Duplicate Questions in Community Question-Answering Archives, In Proceedings of the 12th International AAAI Conference on Web and Social Media (ICWSM-18), Stanford, USA, pp. 112—120.
Joshi, Anirudh, Timothy Baldwin, Richard O. Sinnott and Cecile Paris (2018) UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing, In Proceedings of The 12th International Workshop on Semantic Evaluation (SemEval 2018), New Orleans, USA, pp. 1124—1128.
Subramanian, Shivashankar, Trevor Cohn and Timothy Baldwin (2018) Hierarchical Structured Model for Fine-to-coarse Manifesto Text Analysis, In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2018), New Orleans, USA, pp. 1964—1974.
Liu, Fei, Trevor Cohn and Timothy Baldwin (2018) Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2018): Short Papers, New Orleans, USA, pp. 278—283.
Li, Yitong, Trevor Cohn and Timothy Baldwin (2018) What's in a Domain? Learning Domain-Robust Text Representations Using Adversarial Training, In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2018): Short Papers, New Orleans, USA, pp. 474—479.
Hoogeveen, Doris, Li Wang, Timothy Baldwin and Karin M. Verspoor (2018) Web Forum Retrieval and Text Analytics: a Survey, Foundations and Trends in Information Retrieval, Vol. 12, No. 1, pp 1—163.
Breen, James, Timothy Baldwin and Francis Bond (2018) The Company They Keep: Extracting Japanese Neologisms Using Language Patterns, In Proceedings of the 6th International Global Wordnet Conference (GWC 2018), Singapore.

2017

Liu, Fei, Trevor Cohn and Timothy Baldwin (2017) Improving End-to-End Memory Networks with Unified Weight Tying, In Proceedings of the 2017 Australasian Language Technology Workshop (ALTW 2017), Brisbane, Australia.
Shen, Aili, Jianzhong Qi and Timothy Baldwin (2017) A Hybrid Model for Quality Assessment of Wikipedia Articles, In Proceedings of the 2017 Australasian Language Technology Workshop (ALTW 2017), Brisbane, Australia.
Subramanian, Shivashankar, Trevor Cohn, Timothy Baldwin and Julian Brooke (2017) Joint Sentence-Document Model for Manifesto Text Analysis, In Proceedings of the 2017 Australasian Language Technology Workshop (ALTW 2017), Brisbane, Australia.
Cheng, Katharine, Timothy Baldwin and Karin Verspoor (2017) Automatic Negation and Speculation Detection in Veterinary Clinical Text, In Proceedings of the 2017 Australasian Language Technology Workshop (ALTW 2017), Brisbane, Australia.
Liu, Fei, Timothy Baldwin and Trevor Cohn (2017) Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields, In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), Taipei, Taiwan.
Brooke, Julian, Jan Snajder and Timothy Baldwin (2017) Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice, Transactions of the Association for Computational Linguistics, Volume 5, 455—470.
Darwish, Kareem, Walid Magdy, Afshin Rahimi, Timothy Baldwin, Norah Abokhodair (2017) Predicting Online Islamophobic Behavior after #ParisAttacks, The Journal of Web Science.
McGreevy, Paul, Peter Thomson, Navneet Dhand, David Raubenheimer, Sophie Masters, Caroline Mansfield, Timothy Baldwin, Ricardo Soares Magalhaes, Jacquie Rand, Peter Hill, Anne Peaston, James Gilkerson, Martin Combs, Shane Raidal, Peter Irwin, Peter Irons, Richard Squires, David Brodbelt and Jeremy Hammond (2017) VetCompass Australia: Big Data and Real-time Surveillance for Veterinary Science, Animals 7(10).
Li, Yitong, Trevor Cohn and Timothy Baldwin (2017) BIBI System Description: Building with CNNs and Breaking with Deep Reinforcement Learning, In Proceedings of the EMNLP 2017 Workshop on Building Linguistically Generalizable NLP Systems, Copenhagen, Denmark, pp. 27—32.
Nguyen, Viet, Julian Brooke and Timothy Baldwin (2017) Sub-character Neural Language Modelling in Japanese, In Proceedings of the First Workshop on Subword and Character Level Models in NLP, Copenhagen, Denmark, pp. 148—153.
Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2017) Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks, In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), Copenhagen, Denmark, pp. 167—176.
Mathur, Nitika, Timothy Baldwin and Trevor Cohn (2017) Sequencing Bias in NLP Annotations, In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), Copenhagen, Denmark, pp. 2850—2855.
Ma, Qingsong, Yvette Graham, Timothy Baldwin and Qun Liu (2017) Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation, In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), Copenhagen, Denmark, pp. 2466—2475.
Spina, Damiano, Maria Maistro, Yongli Ren, Sargol Sadeghi, Wilson Wong, Timothy Baldwin, Lawrence Cavedon, Alistair Moffat, Mark Sanderson, Falk Scholer and Justin Zobel (2017) Understanding User Behavior in Job and Talent Search: An Initial Investigation, In Proceedings of the SIGIR 2017 workshop on eCommerce, Tokyo, Japan.
Nakov, Preslav, Doris Hoogeveen, Lluı́s Màrquez, Alessandro Moschitti, Hamdy Mubarak, Timothy Baldwin and Karin Verspoor (2017) SemEval-2017 Task 3: Community Question Answering, In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval 2017), Vancouver, Canada, pp. 27—48.
Bhatia, Shraey, Jey Han Lau and Timothy Baldwin (2017) An Automatic Approach for Document-level Topic Model Evaluation, In Proceedings of the Twenty First Conference on Computational Natural Language Learning (CoNLL 2017), Vancouver, Canada, pp. 206—215.
Lau, Jey Han, Timothy Baldwin and Trevor Cohn (2017) Topically Driven Neural Language Model, In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), Vancouver, Canada, pp. 355—365.
Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2017) A Neural Model for User Geolocation and Lexical Dialectology, In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), Vancouver, Canada, pp. 207—216.
Subramanian, Shivashankar, Julian Brooke, Timothy Baldwin and Trevor Cohn (2017) Pairwise Webpage Coreference Classification using Distant Supervision, In Proceedings of the 26th International World Wide Web Conference (WWW 2017), Perth, Australia, pp. 841—842.
Xu, Ying, Jey Han Lau, Timothy Baldwin and Trevor Cohn (2017) Decoupling Encoder and Decoder Networks for Abstractive Document Summarization, In Proceedings of MultiLing 2017: Summarization and Summary Evaluation across Source Types and Genre, Valencia, Spain, pp. 7—11.
Chan, King, Julian Brooke and Timothy Baldwin (2017) Semi-Automated Resolution of Inconsistency for a Harmonized Multiword Expression and Dependency Parse Annotation, In Proceedings of the 13th Workshop on Multiword Expressions (MWE 2017), Valencia, Spain, pp. 187—193.
Sorodoc, Ionut, Jey Han Lau, Nikolaos Aletras and Timothy Baldwin (2017) Multimodal Topic Labelling, In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), Valencia, Spain, pp. 701—706.
Vylomova, Ekaterina, Ryan Cotterell, Timothy Baldwin and Trevor Cohn (2017) Context-Aware Prediction of Derivational Word-forms, In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), Valencia, Spain, pp. 118—124.
Graham, Yvette, Timothy Baldwin, Qun Liu, Qingsong Ma, Carla Parra and Carolina Scarton (2017) Improving Evaluation of Document-level Machine Translation Quality Estimation, In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), Valencia, Spain, pp. 356—361.
Li, Yitong , Trevor Cohn and Timothy Baldwin (2017) Robust Training under Linguistic Adversity, In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), Valencia, Spain, pp. 21—27.
Aletras, Nikolaos, Timothy Baldwin, Jey Han Lau and Mark Stevenson (2017) Evaluating Topic Representations for Exploring Document Collections, Journal of the Association for Information Science and Technology 68(1), pp. 154—167.
Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel (2017) Can Machine Translation Systems be Evaluated by the Crowd Alone? Natural Language Engineering 23(1), pp. 3–30.

2016

Casas-Mulet, Roser, Elise King, Doris Hoogeveen, Long Duong, Garima Lakhanpal, Timothy Baldwin, Michael Stewardson and Angus J. Webb (2016) Two Decades of Ecohydraulics: Trends of an Emerging Interdiscipline, Journal of Ecohydraulics, Vol 1(1-2), pp. 16–30.
Han, Bo, Afshin Rahimi, Leon Derczynski and Timothy Baldwin (2016) Twitter Geolocation Prediction Shared Task of the 2016 Workshop on Noisy User-generated Text, In Proceedings of the 2nd Workshop on Noisy User-generated Text (W-NUT 2016), Osaka, Japan, pp. 213–217.
Salehi, Bahar, Paul Cook and Timothy Baldwin (2016) Determining the Multiword Expression Inventory of a Surprise Language, In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), Osaka, Japan, pp. 471–481.
Bhatia, Shraey, Jey Han Lau and Timothy Baldwin (2016) Automatic Labelling of Topics with Neural Embeddings, In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), Osaka, Japan, 953–963.
Graham, Yvette, Timothy Baldwin, Maria Eskevich, Teresa Lynn and Lamia Tounsi (2016) Is all that Glitters in MT Quality Estimation really Gold Standard? In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), Osaka, Japan, pp. 3124–3134.
Qu, Lizhen, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou and Timothy Baldwin (2016) Named Entity Recognition for Novel Types by Transfer Learning, In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP 2016), Austin, USA, pp. 899–905.
Li, Yitong, Trevor Cohn and Timothy Baldwin (2016) Learning Robust Representations of Text, In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP 2016), Austin, USA, pp. 1979–1985.
Lau, Jey Han and Timothy Baldwin (2016) An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation, In Proceedings of the 1st Workshop on Representation Learning for NLP, Berlin, Germany, pp. 78–86.
Bennett, Andrew, Timothy Baldwin, Jey Han Lau, Diana McCarthy and Francis Bond (2016) LexSemTM: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning, In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), Berlin, Germany, pp. 1513–1524.
Vylomova, Ekaterina, Laura Rimell, Trevor Cohn and Timothy Baldwin (2016) Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning, In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), Berlin, Germany, pp. 1671–1682.
Brooke, Julian, Timothy Baldwin and Adam Hammond (2016) Bootstrapped Text-level Named Entity Recognition for Literature, In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), Berlin, Germany, pp. 344–350.
Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2016) pigeo: A Python Geotagging Tool, In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), Demo Session, Berlin, Germany, pp. 127–132.
Doris Hoogeveen, Karin Verspoor and Timothy Baldwin (2016) CQADupStack: Gold or Silver? In Proceedings of the SIGIR 2016 Workshop on Web Question Answering Beyond Factoids (WebQA 2016), Pisa, Italy.
Liu, Fei, Alistair Moffat, Timothy Baldwin and Xiuzhen Zhang (2016) Quit While Ahead: Evaluating Truncated Rankings, In Proceedings of 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), pp. 953–956, Pisa, Italy.
Shcherbakov, Andrei, Ekaterina Vylomova, Fei Liu and Timothy Baldwin (2016) VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase), In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, USA, pp. 871–877.
Xu, XingYi, HuiZhi Liang and Timothy Baldwin (2016) UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification, In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, USA, pp. 188–194.
Hoogeveen, Doris, Huizhi Liang, Long Duong, Yitong Li, Bahar Salehi and Timothy Baldwin (2016) UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by Combining a CNN with String Similarity Measures, In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, USA, pp. 776–781.
Brooke, Julian, Timothy Baldwin and Alexandra L. Uitdenbogerd (2016) Melbourne at SemEval 2016 Task 11: Classifying Type-level Word Complexity using Random Forests with Corpus and Word List Features, In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016), San Diego, USA, pp. 900–906.
Bond, Francis and Timothy Baldwin (2016) Introduction to Japanese Computational Linguistics, In Francis Bond, Timothy Baldwin, Kentaro Inui, Shun Ishizaki, Hiroshi Nakagawa and Akira Shimazu (eds.) Readings in Japanese Natural Language Processing, CSLI Publications, Stanford, USA, pp. 1–28.
Baldwin, Timothy (2016) Balancing up Efficiency and Accuracy in Translation Retrieval, In Francis Bond, Timothy Baldwin, Kentaro Inui, Shun Ishizaki, Hiroshi Nakagawa and Akira Shimazu (eds.) Readings in Japanese Natural Language Processing, CSLI Publications, Stanford, USA, pp. 199–216.
Bond, Francis, Timothy Baldwin, Kentaro Inui, Shun Ishizaki, Hiroshi Nakagawa and Akira Shimazu, eds. (2016) Readings in Japanese Natural Language Processing, CSLI Publications, Stanford, USA.
Lau, Jey Han and Timothy Baldwin (2016) The Sensitivity of Topic Coherence Evaluation to Topic Cardinality, In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2016), San Diego, USA, pp. 483–487.
Magdy, Walid, Kareem Darwish, Afshin Rahimi, Norah Abokhodair and Timothy Baldwin (2016) #ISISisNotIslam or #DeportAllMuslims? Predicting Unspoken Views, In Proceedings of the 8th International ACM Web Science Conference 2016 (WebSci 2016), Hannover, Germany, pp. 95–106.
Fothergill, Richard, Paul Cook and Timothy Baldwin (2016) Evaluating a Topic Modelling Approach to Measuring Corpus Similarity, in Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016), Portorož, Slovenia, pp. 271–279.
McCaughey, Tristan, Paul G. Sanfilippo, George E.C. Gooden, David M. Budden, Li Fan, Eva Fenwick, Gwyneth Rees, Casimir MacGregor, Lei Si, Christine Chen, Helena Hai Liang, Timothy Baldwin, Alice Pébay and Alex W. Hewitt (2016) A Global Social Media Survey of Attitudes to Human Genome Editing, Cell Stem Cell, Volume 18, Issue 5, pp. 569–572.

2015

Salinas Alvarado, Julio Cesar, Karin Verspoor and Timothy Baldwin (2015) Domain Adaptation of Named Entity Recognition to Support Credit Risk Assessment, In Proceedings of the 2015 Australasian Language Technology Workshop (ALTW 2015), Sydney, Australia, pp. 84–90.
Nothman, Joel, Atif Ahmad, Christoph Breidbach, David Malet and Timothy Baldwin (2015) Understanding Engagement with Insurgents through Retweet Rhetoric, In Proceedings of the 2015 Australasian Language Technology Workshop (ALTW 2015), Sydney, Australia, 122–127.
Hoogeveen, Doris, Karin Verspoor and Timothy Baldwin (2015) CQADupStack: A Benchmark Data Set for Community Question-Answering Research, In Proceedings of the Twentieth Australian Document Computing Symposium (ADCS 2015), Sydney, Australia, pp. 3:1–3:8.
Kou, Wanqiu, Li Fang and Timothy Baldwin (2015) Automatic Labelling of Topic Models using Word Vectors and Letter Trigram Vectors, in Proceedings of the Eleventh Asian Information Retrieval Societies Conference (AIRS 2015), Brisbane, Australia, pp. 229–240.
Dittrich, André, Maria Vasardani, Stephan Winter, Timothy Baldwin and Fei Liu (2015) A Classiﬁcation Schema for Fast Disambiguation of Spatial Prepositions, in Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS), Seattle, USA.
Aletras, Nikolaos, Jey Han Lau, Timothy Baldwin and Mark Stevenson (2015) Proceedings of TM 2015 – Topic Models: Post-Processing and Applications Workshop, Melbourne, Australia.
Liang, Huizhi and Timothy Baldwin (2015) A Probabilistic Rating Auto-encoder for Personalized Recommender Systems, in Proceedings of the 24th ACM Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia, pp. 1863–1866.
Roth, Michael, Annie Louis, Bonnie Webber and Tim Baldwin (2015) Proceedings of the First Workshop on Linking Computational Models of Lexical, Sentential and Discourse-level Semantics, Lisbon, Portugal.
Vylomova, Ekaterina, Laura Rimell, Trevor Cohn, Timothy Baldwin (2015) Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning, arXiv:1509.01692 [cs.CL].
Baldwin, Timothy (2015) Text Mining of Social Media: Going beyond the Text and Only the Text, Invited Talk at the ACL 2015 Workshop on Noisy User-generated Text (W-NUT), Beijing, China.
Baldwin, Timothy, Marie-Catherine de Marneffe, Bo Han, Young-Bum Kim, Alan Ritter and Wei Xu (2015) Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition, in Proceedings of the ACL 2015 Workshop on Noisy User-generated Text (W-NUT), Beijing, China, pp. 126–135.
Qu, Lizhen, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider and Timothy Baldwin (2015) Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks, In Proceedings of the Nineteenth Conference on Computational Natural Language Learning (CoNLL 2015), Beijing, China, pp. 83–93.
Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2015) Twitter User Geolocation Using a Unified Text and Network Prediction Model, In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and 7th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2015), Beijing, China, pp. 630–636.
Salehi, Bahar, Nitika Mathur, Paul Cook and Timothy Baldwin (2015) The Impact of Multiword Expression Compositionality on Machine Translation Evaluation, In Proceedings of the NAACL HLT 2015 Workshop on Multiword Expressions, Denver, USA, pp. 54–59.
Liang, Huizhi, Richard Fothergill and Timothy Baldwin (2015) RoseMerry: A Baseline Message-level Sentiment Classification System, In Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), Denver, USA, pp. 551–555.
Burford, Clint, Steven Bird and Timothy Baldwin (2015) Collective Document Classification with Implicit Inter-document Semantic Relationships, In Proceedings of *SEM 2015: The Fourth Joint Conference on Lexical and Computational Semantics, Denver, USA, pp. 106–116.
Rahimi, Afshin, Duy Vu, Trevor Cohn and Timothy Baldwin (2015) Exploiting Text and Network Context for Geolocation of Social Media Users, In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015), Denver, USA, pp. 1362–1367.
Salehi, Bahar, Paul Cook and Timothy Baldwin (2015) A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions, In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015), Denver, USA, pp. 977–983.
Graham, Yvette, Nitika Mathur and Timothy Baldwin (2015) Accurate Evaluation of Segment-level Machine Translation Metrics, In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015), Denver, USA, pp. 1183–1191.
Letcher, Ned, Rebecca Dridan and Timothy Baldwin (2015) gDelta: A Missing Link in the Grammar Engineering Toolchain, Language Resources and Evaluation 49(1), pp. 51–75.

2014

Cook, Paul, Bo Han and Timothy Baldwin (2014) Statistical Methods for Identifying Local Dialectal Terms from Corpora of GPS-tagged Documents, Dictionaries 35, pp. 248–271.
Wallgrün, Jan Oliver, Alexander Klippel and Tim Baldwin (2014) Building a Corpus of Spatial Relational Expressions Extracted from Web Documents, In Proceedings of the 8th ACM SIGSPATIAL Workshop on Geographic Information Retrieval, Dallas, USA.
Tytyk, Igor and Timothy Baldwin (2014) Automatic Zoom Level Prediction for Informal Location Descriptions, In Proceedings of The 4th International Workshop on Location and the Web (LocWeb 2014), Shanghai, China, pp. 37–40. [SLIDES]
Liu, Fei, Maria Vasardani and Timothy Baldwin (2014) Automatic Identification of Locative Expressions from Social Media Text: A Comparative Analysis, In Proceedings of The 4th International Workshop on Location and the Web (LocWeb 2014), Shanghai, China, pp. 9–16. [SLIDES] [DATASET]
Graham, Yvette and Timothy Baldwin (2014) Testing for Significance of Increased Correlation with Human Judgment, In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), Doha, Qatar, pp. 172–176.
Salehi, Bahar, Paul Cook and Timothy Baldwin (2014) Detecting Non-compositional MWE Components using Wiktionary, In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), Doha, Qatar, pp. 1792–1797.
Timothy Baldwin (2014) Composed, Distributed Reflections on Semantics and Statistical Machine Translation, Keynote talk at the Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation (SSST-8 2014).
Aletras, Nikolaos, Timothy Baldwin, Jey Han Lau and Mark Stevenson (2014) Representing Topics Labels for Exploring Digital Libraries, In Proceedings of Digital Libraries 2014, London, UK.
Timothy Baldwin (2014) Semantic Analysis of Social Media, Keynote talk at the Third Joint Conference on Lexical and Computational Semantics (*SEM 2014).
Lui, Marco, Ned Letcher, Oliver Adams, Long Duong, Paul Cook and Timothy Baldwin (2014) Exploring Methods and Resources for Discriminating Similar Languages, In Proceedings of the 1st Workshop on Applying NLP Tools to Similar Languages, Varieties and Dialects (VarDial), Dublin, Ireland, pp. 129–138.
Cook, Paul, Jey Han Lau, Diana McCarthy and Timothy Baldwin (2014) Novel Word-sense Identification, In Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014), Dublin, Ireland, pp. 1624–1635. [DATASET]
Cook, Paul, Michael Rundell, Jey Han Lau and Timothy Baldwin (2014) Applying a Word-sense Induction System to the Automatic Extraction of Diverse Dictionary Examples, In Proceedings of the XVI EURALEX International Congress (EURALEX 2014), Bolzano, Italy, pp. 15–19.
Graham, Yvette, Nitika Mathur and Timothy Baldwin (2014) Randomized Significance Tests in Machine Translation, In Proceedings of the ACL 2014 Ninth Workshop on Statistical Machine Translation, Baltimore, USA, pp. 266–274.
Grigonytė, Gintarė and Timothy Baldwin (2014) Automatic Detection of Multilingual Dictionaries on the Web, In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, USA, pp. 93–98.
Lau, Jey Han, Paul Cook, Diana McCarthy, Spandana Gella and Timothy Baldwin (2014) Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models, In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, USA, pp. 259–270.
Lui, Marco and Timothy Baldwin (2014) Accurate Language Identification of Twitter Messages, In Proceedings of the EACL 2014 Workshop on Language Analysis in Social Media (LASM 2014), Gothenburg, Sweden, pp. 17–25. [DATASET]
Gella, Spandana, Paul Cook and Timothy Baldwin (2014) One Sense per Tweeter ... and Other Lexical Semantic Tales of Twitter, In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), volume 2: Short Papers, Gothenburg, Sweden, pp. 215–220. [DATASET]
Lau, Jey Han, David Newman and Timothy Baldwin (2014) Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality, In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), Gothenburg, Sweden, pp. 530–539.
Salehi, Bahar, Paul Cook and Timothy Baldwin (2014) Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality, In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), Gothenburg, Sweden, pp. 472–481.
Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel (2014) Is Machine Translation Getting Better over Time?, In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2014), Gothenburg, Sweden, pp. 443–451.
Han, Bo, Paul Cook and Timothy Baldwin (2014) Text-based Twitter User Geolocation Prediction, Journal of Artificial Intelligence Research 49, pp. 451–500.
Lui, Marco, Jey Han Lau and Timothy Baldwin (2014) Automatic Detection and Language Identification of Multilingual Documents, Transactions of the Association for Computational Linguistics, 2(Feb):27−40. [DATASET]

2013

Wang, Li, Su Nam Kim and Timothy Baldwin (2013) The Utility of Discourse Structure in Forum Thread Retrieval, In Proceedings of the Ninth Asian Information Retrieval Societies Conference (AIRS 2013), Singapore, pp. 284–295.
Willett, Jared, David Martinez, J. Angus Webb and Timothy Baldwin (2013), Automatic Climate Classification of Environmental Science Literature, In Proceedings of the 2013 Australasian Language Technology Workshop (ALTW 2013), Brisbane, Australia, pp. 123–130.
Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel (2013), Crowd-Sourcing of Human Judgments of Machine Translation Fluency, In Proceedings of the 2013 Australasian Language Technology Workshop (ALTW 2013), Brisbane, Australia, pp. 16–24.
Cook, Paul, Jey Han Lau, Michael Rundell, Diana McCarthy and Timothy Baldwin (2013) A Lexicographic Appraisal of an Automatic Approach for Detecting New Word Senses, In Proceedings of eLex 2013, Tallinn, Estonia, pp. 49–65.
Baldwin, Timothy, Paul Cook, Marco Lui, Andrew MacKinlay and Li Wang (2013) How Noisy Social Media Text, How Diffrnt Social Media Sources?, In Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013), Nagoya, Japan, pp. 356–364.
Mistica, Meladel, Jey Han Lau and Timothy Baldwin (2013) Unsupervised Word Class Induction for Under-resourced Languages: A Case Study on Indonesian, In Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013), Nagoya, Japan, pp. 685–691.
Han, Bo, Paul Cook and Timothy Baldwin (2013) unimelb: Spanish Text Normalisation, In Proceedings of the Tweet Normalization Workshop at SEPLN 2013 (Tweet-norm), Madrid, Spain, pp. 67–71.
Kim, Su Nam, Olena Medelyan, Min-Yen Kan and Timothy Baldwin (2013) Automatic Keyphrase Extraction from Scientific Articles, Language Resources and Evaluation 47(3), pp. 723–742.
Kim, Su Nam and Timothy Baldwin (2013) Word Sense Disambiguation and Noun Compounds, ACM Transactions on Speech and Language Processing 10(3), pp. 9:1–9:17.
Lau, Jey Han, David Newman and Timothy Baldwin (2013) On Collocations and Topic Models, ACM Transactions on Speech and Language Processing 10(3), pp. 10:1–10:14.
Letcher, Ned and Timothy Baldwin (2013) Constructing a Phenomenal Corpus: Towards Detecting Linguistic Phenomena in Precision Grammars, In Proceedings of the ESSLLI 2013 Workshop on High-level Methodologies for Grammar Engineering (HMGE 2013), Düsseldorf, Germany, pp. 25–36.
Han, Bo, Paul Cook and Timothy Baldwin (2013) A Stacking-based Approach to Twitter User Geolocation Prediction, In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Demo Session, Sofia, Bulgaria, pp. 7–12.
Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel (2013) Continuous Measurement Scales in Human Evaluation of Machine Translation, In Proceedings of the 7th Linguistic Annotation Workshop & Interoperability with Discourse (LAW VII and ID), Sofia, Bulgaria, pp. 33–41.
Kim, Su Nam and Timothy Baldwin (2013) A Lexical Semantic Approach to Interpreting and Bracketing English Noun Compounds, Natural Language Engineering 19(3), pp. 385–407.
Gella, Spandana, Bahar Salehi, Marco Lui, Karl Grieser, Paul Cook and Timothy Baldwin (2013) Integrating Predictions from Multiple Domains and Feature Sets for Estimating Semantic Textual Similarity, In Proceedings of *SEM 2013 Shared Task STS, Atlanta, USA, pp. 207–215.
Lau, Jey Han, Paul Cook and Timothy Baldwin (2013) unimelb: Topic Modelling-based Word Sense Induction, In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), Atlanta, USA, pp. 307–311.
Lau, Jey Han, Paul Cook and Timothy Baldwin (2013) unimelb: Topic Modelling-based Word Sense Induction for Web Snippet Clustering, In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), Atlanta, USA, pp. 217–221.
Graham, Yvette, Bahar Salehi and Timothy Baldwin (2013) Umelb: Cross-lingual Textual Entailment with Word Alignment and String Similarity Features, In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), Atlanta, USA, pp. 133–137.
Han, Bo, Paul Cook and Timothy Baldwin (2013) Lexical Normalisation for Social Media Text, ACM Transactions on Intelligent Systems and Technology 4(1), pp. 5:1–5:27.

2012

Wang, Li, Su Nam Kim and Timothy Baldwin (2012) The Utility of Discourse Structure in Identifying Resolved Threads in Technical User Forums, In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, pp. 2739–2756.
Newman, David, Nagendra Koilada, Jey Han Lau and Timothy Baldwin (2012) Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction, In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, pp. 2077–2092.
Lau, Jey Han, Nigel Collier and Timothy Baldwin (2012) On-line Trend Analysis with Topic Models: #twitter trends detection topic model online, In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, pp. 1519–1534.
Han, Bo, Paul Cook and Timothy Baldwin (2012) Geolocation Prediction in Social Media Data by Finding Location Indicative Words, In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, pp. 1045–1062.
Graham, Yvette, Timothy Baldwin, Aaron Harwood, Alistair Moffat and Justin Zobel (2012) Measurement of Progress in Machine Translation, In Proceedings of the 2012 Australasian Language Technology Workshop (ALTW 2012), Dunedin, New Zealand, pp. 70–78.
Breen, James, Francis Bond and Timothy Baldwin (2012) Extraction and Translation of Japanese Multi-word Loanwords, In Proceedings of the 2012 Australasian Language Technology Workshop (ALTW 2012), Dunedin, New Zealand, pp. 61–69.
Lui, Marco, Timothy Baldwin and Diana McCarthy (2012) Unsupervised Estimation of Word Usage Similarity, In Proceedings of the 2012 Australasian Language Technology Workshop (ALTW 2012), Dunedin, New Zealand, pp. 33–41.
Willett, Jared, David Martinez, Angus Webb and Timothy Baldwin (2012) Classification of Study Region in Environmental Science Abstracts, In Proceedings of the 2012 Australasian Language Technology Workshop (ALTW 2012), Dunedin, New Zealand, pp. 118–122.
Timothy Baldwin (2012) Social Media: Friend or Foe of Natural Language Processing?, Keynote talk at 26th Pacific Asia Conference on Language, Information and Computation (PACLIC 26).
Kim, Su Nam, Lawrence Cavedon and Timothy Baldwin (2012) Classifying Dialogue Acts in Multi-party Live Chats, In Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation (PACLIC 26), Bali, Indonesia, pp. 463–472.
Kim, Su Nam and Timothy Baldwin (2012) Extracting Keywords from Multi-party Live Chats, In Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation (PACLIC 26), Bali, Indonesia, pp. 199–208.
Nicholson, Jeremy and Timothy Baldwin (2012) Learning Grammatical Gender in Wambaya, In Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation (PACLIC 26), Bali, Indonesia, pp. 481–490.
Bender, Emily M., Sumukh Ghodke, Timothy Baldwin and Rebecca Dridan (2012) From Database to Treebank: On Enhancing Hypertext Grammars with Grammar Engineering and Treebank Search, In Nordhoff, Sebastian (ed), Electronic Grammaticography, University of Hawai'i Press, Honolulu, USA, pp. 179–206.
Tytyk, Igor and Timothy Baldwin (2012) Component-wise Annotation and Analysis of Informal Placename Descriptions, In Proceedings of the International Workshop on Place-Related Knowledge Acquisition Research (P-KAR 2012), Kloster Seeon, Germany.
Liao, Yang, Masud Moshtaghi, Bo Han, Shanika Karunasekera, Ramamohanarao Kotagiri, Timothy Baldwin, Aaron Harwood and Philippa Pattison (2012) Mining Micro-Blogs: Opportunities and Challenges, In Ajith Abraham (eds.) Computational Social Networks: Mining and Visualization, Springer: London, UK, pp. 129–159.
Han, Bo, Paul Cook and Timothy Baldwin (2012) Automatically Constructing a Normalisation Dictionary for Microblogs, In Proceedings of EMNLP-CoNLL 2012, Jeju, Republic of Korea, pp. 421–432. [DATASET]
Lui, Marco and Timothy Baldwin (2012) langid.py: An Off-the-shelf Language Identification Tool, In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012), Demo Session, Jeju, Republic of Korea, pp. 25–30.
MacKinlay, Andrew, Rebecca Dridan, Diana McCarthy and Timothy Baldwin (2012) The Effects of Semantic Annotations on Precision Parse Ranking, In Proceedings of the First Joint Conference on Lexical and Computational Semantics (*SEM 2012), Montreal, Canada, pp. 228–236.
Fothergill, Richard and Timothy Baldwin (2012) Combining Resources for MWE-token Classification, In Proceedings of the First Joint Conference on Lexical and Computational Semantics (*SEM 2012), Montreal, Canada, pp. 100–104.
Nicholson, Jeremy, Trevor Cohn and Timothy Baldwin (2012) Evaluating a Morphological Analyser of Inuktitut, In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2012), Montreal, Canada, pp. 372–376.
Baldwin, Timothy, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera and Masud Moshtaghi (2012) A Support Platform for Event Detection using Social Intelligence, In Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012), Demo Session, Avignon, France, pp. 69–72.
Lau, Jey Han, Paul Cook, Diana McCarthy, David Newman and Timothy Baldwin (2012) Word Sense Induction for Novel Sense Detection, In Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012), Avignon, France, pp. 591–601.
MacKinlay, Andrew, David Martinez and Timothy Baldwin (2012) Detecting Modification of Biomedical Events using a Deep Parsing Approach, BMC Medical Informatics and Decision Making 2012, 12(Suppl 1):S4.
Bond, Francis, Timothy Baldwin, Richard Fothergill and Kiyotaka Uchimoto (2012) Japanese SemCor: A Sense-tagged Corpus of Japanese, In Proceedings of the 6th International Global Wordnet Conference (GWC 2012), Matsue, Japan. [DATASET]

2011

Han, Bo, Marco Lui and Timothy Baldwin (2011) Melbourne Language Group Microblog Track Report, In Proceedings of the Twentieth Text REtrieval Conference (TREC 2011), NIST Special Publication: SP 500-295.
Baldwin, Timothy, Patrick Ye, Fabian Bohnert and Ingrid Zukerman (2011) In Situ Text Summarisation for Museum Visitors, In Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation (PACLIC 25), Singapore, pp. 372–381.
Mistica, Meladel, Timothy Baldwin and I Wayan Arka (2011) Word Classes in Indonesian: A Linguistic Reality or a Convenient Fallacy in Natural Language Processing?, In Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation (PACLIC 25), Singapore, pp. 293–302.
Kim, Su Nam, Timothy Baldwin and Lawrence Cavedon (2011) Harvesting Domain-Specific Terms using Wikipedia, In Proceedings of the Sixteenth Australian Document Computing Symposium (ADCS 2011), Canberra, Australia.
Wang, Li, Diana McCarthy and Timothy Baldwin (2011) Predicting Thread Linking Structure by Lexical Chaining, In Proceedings of the 2011 Australasian Language Technology Workshop (ALTW 2011), Canberra, Australia, pp. 76–85.
Winter, Stephan, Timothy Baldwin, Lawrence Cavedon, Lesley Stirling, Allison Kealy, Matt Duckham, Abbas Rajabifard and Kai-Florian Richter (2011) Starting to Talk about Place, In Proceedings of the Surveying and Spatial Sciences Biennial Conference 2011, Wellington, NZ, pp. 63–73.
Baldwin, Timothy and Valia Kordoni (2011) The Interaction between Linguistics and Computational Linguistics: Virtuous, Vicious or Vacuous?, Linguistic Issues in Language Technology 6(1).
Baldwin, Timothy and Valia Kordoni, eds. (2011) Special Issue of Linguistic Issues in Language Technology on The Interaction between Linguistics and Computational Linguistics, Volume 6.
MacKinlay, Andrew, David Martinez and Timothy Baldwin (2011) A Parser-based Approach to Detecting Modification of Biomedical Events, In Proceedings of the ACM Fifth International Workshop on Data and Text Mining in Biomedical Informatics (DTMBIO 2011), Glasgow, UK.
MacKinlay, Andrew, Rebecca Dridan, Dan Flickinger, Stephan Oepen and Timothy Baldwin (2011) Using External Treebanks to Filter Parse Forests for Parse Selection and Treebanking, In Proceedings of the Fifth International Joint Conference on Natural Language Processing (IJCNLP 2011), Chiang Mai, Thailand, pp. 246–254.
Lui, Marco and Timothy Baldwin (2011) Cross-domain Feature Selection for Language Identification, In Proceedings of the Fifth International Joint Conference on Natural Language Processing (IJCNLP 2011), Chiang Mai, Thailand, pp. 553–561. [DATASET]
Fothergill, Richard and Timothy Baldwin (2011) Fleshing it out: A Supervised Approach to MWE-token and MWE-type Classification, In Proceedings of the Fifth International Joint Conference on Natural Language Processing (IJCNLP 2011), Chiang Mai, Thailand, pp. 911–919.
Wang, Li, Marco Lui, Su Nam Kim, Joakim Nivre and Timothy Baldwin (2011) Predicting Thread Discourse Structure over Technical Web Forums, In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP 2011), Edinburgh, UK, pp. 13–25.
Winter, Stephan, Kai-Florian Richter, Timothy Baldwin, Lawrence Cavedon, Lesley Stirling, Matt Duckham, Allison Kealy and Abbas Rajabifard (2011) Mobile Games for Spatial Knowledge Acquisition, In Proceedings of CeMob 2011: Workshop on Cognitive Engineering for Mobile GIS 2011, Belfast, USA, pp. 1–8.
Bohnert, Fabian, Ingrid Zukerman, David W. Albrecht and Timothy Baldwin (2011) Modelling and Predicting Movements of Museum Visitors: A Simulation Framework for Assessing the Impact of Sensor Noise on Model Performance, In Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization, Barcelona, Spain, pp. 49–56.
McIntosh, Tara, Lars Yencken, James R. Curran and Timothy Baldwin (2011) Relation Guided Bootstrapping of Semantic Lexicons, In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011), Portland, USA, pp. 266–270.
Lau, Jey Han, Karl Grieser, David Newman and Timothy Baldwin (2011) Automatic Labelling of Topic Models, In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011), Portland, USA, pp. 1536–1545. [DATASET]
Han, Bo and Timothy Baldwin (2011) Lexical Normalisation of Short Text Messages: Makn Sens a #twitter, In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011), Portland, USA, pp. 368–378. [DATASET]
Burfoot, Clinton, Steven Bird and Timothy Baldwin (2011) Collective Classification of Congressional Floor-Debate Transcripts, In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011), Portland, USA, pp. 1506–1515.
Martinez, David and Timothy Baldwin (2011) Word Sense Disambiguation for Event Trigger Word Detection in Biomedicine, BMC Bioinformatics, 12(Suppl 2): S4.
Grieser, Karl, Timothy Baldwin, Fabian Bohnert and Liz Sonenberg (2011) Using Ontological and Document Similarity to Estimate Museum Exhibit Relatedness, ACM Journal of Computing and Cultural Heritage 3(3), pp. 1–20.
Yencken, Lars and Timothy Baldwin (2011) Predicting and Compensating for Lexicon Access Errors, In Proceedings of the 2011 International Conference on Intelligent User Interfaces, Palo Alto, USA, pp. 185–194.

2010

MacKinlay, Andrew, Rebecca Dridan, Dan Flickinger and Timothy Baldwin (2010) Cross-Domain Effects on Parse Selection for Precision Grammars, Research on Language and Computation 8(4), pp. 299–340.
Wang, Li, Su Nam Kim and Timothy Baldwin (2010) Thread-level Analysis over Technical User Forum Data, In Proceedings of the 2010 Australasian Language Technology Workshop (ALTW 2010), Melbourne, Australia, pp. 27–31. [DATASET]
Lui, Marco and Timothy Baldwin (2010) Classifying User Forum Participants: Separating the Gurus from the Hacks, and Other Tales of the Internet, In Proceedings of the 2010 Australasian Language Technology Workshop (ALTW 2010), Melbourne, Australia, pp. 49–57.
Baldwin, Timothy and Marco Lui (2010) Multilingual Language Identification: ALTW 2010 Shared Task Dataset, In Proceedings of the 2010 Australasian Language Technology Workshop (ALTW 2010), Melbourne, Australia, pp. 5–7.
Martinez, David and Timothy Baldwin (2010) Word Sense Disambiguation for Event Trigger Word Detection, In Proceedings of the ACM Fourth International Workshop on Data and Text Mining in Biomedical Informatics (DTMBIO 2010), Toronto, Canada.
Dridan, Rebecca and Timothy Baldwin (2010) Unsupervised Parse Selection for HPSG, In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010), Boston, USA, pp. 694–704.
Kim, Su Nam, Lawrence Cavedon and Timothy Baldwin (2010) Classifying Dialogue Acts in One-on-one Live Chats, In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing (EMNLP 2010), Boston, USA, pp. 862–871.
Baldwin, Timothy, Jonathan Pool and Susan M. Colowick (2010) PanLex and LEXTRACT: Translating all Words of all Languages of the World, In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Demo Volume, Beijing, China, pp. 37–40.
Kim, Su Nam, Timothy Baldwin and Min-Yen Kan (2010) Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction, In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China, pp. 572–580.
Lau, Jey Han, David Newman, Sarvnaz Karimi and Timothy Baldwin (2010) Best Topic Word Selection for Topic Labelling, In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Posters Volume, Beijing, China, pp. 605–613.
Newman, David, Timothy Baldwin, Lawrence Cavedon, Sarvnaz Karimi, David Martinez and Justin Zobel (2010) Visualizing Document Collections and Search Results using Topic Mapping, Journal of Web Semantics 8(2-3), pp. 169–175.
Kim, Su Nam, Olena Medelyan, Min-Yen Kan and Timothy Baldwin (2010) SemEval-2010 Task 5: Automatic Keyphrase Extraction from Scientific Articles, In Proceedings of SemEval-2: Evaluation Exercises on Semantic Evaluation, Uppsala, Sweden, pp. 21–26.
Kim, Su Nam, Li Wang and Timothy Baldwin (2010) Tagging and Linking Web Forum Posts, In Proceedings of the Fourteenth Conference on Computational Natural Language Learning (CoNLL 2010), Uppsala, Sweden, pp. 192–202. [DATASET]
Newman, David, Youn Noh, Edmund Talley, Sarvnaz Karimi and Timothy Baldwin (2010) Evaluating Topic Models for Digital Libraries, In Proceedings of the 2010 Joint Conference on Digital Libraries (JCDL), Gold Coast, Australia, pp. 215–224.
Baldwin, Timothy, David Martinez, Richard Penman, Su Nam Kim, Marco Lui, Li Wang and Andrew MacKinlay (2010) Intelligent Linux Information Access by Data Mining: the ILIAD Project, In Proceedings of the NAACL 2010 Workshop on Computational Linguistics in a World of Social Media: #SocialMedia, Los Angeles, USA, pp. 15–16.
Newman, David, Jey Han Lau, Karl Grieser and Timothy Baldwin (2010) Automatic Evaluation of Topic Coherence, In Proceedings of Human Language Technologies: The 11th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL HLT 2010), Los Angeles, USA, pp. 100–108.
Zhang, Yi, Timothy Baldwin, Valia Kordoni and David Martinez (2010) Chart Mining-based Lexical Acquisition with Precision Grammars, In Proceedings of Human Language Technologies: The 11th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL HLT 2010), Los Angeles, USA, pp. 10–18.
Baldwin, Timothy and Marco Lui (2010) Language Identification: The Long and the Short of the Matter, In Proceedings of Human Language Technologies: The 11th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL HLT 2010), Los Angeles, USA, pp. 229–237. [DATASET]
Baldwin, Timothy and Su Nam Kim (2010) Multiword Expressions, in Nitin Indurkhya and Fred J. Damerau (eds.) Handbook of Natural Language Processing, Second Edition, CRC Press, Boca Raton, USA, pp. 267–292.
Baldwin, Timothy, Su Nam Kim, Francis Bond, Sanae Fujita, David Martinez and Takaaki Tanaka (2010) A Reexamination of MRD-based Word Sense Disambiguation, ACM Transactions on Asian Language Information Processing (TALIP) 9(1).
Kim, Su Nam and Timothy Baldwin (2010) How to Pick out Token Instances of English Verb-Particle Constructions, Journal of Language Resources and Evaluation 44(1-2), pp. 97–113.

2009

Baldwin, Timothy (2009) The Hare and the Tortoise: Speed and Accuracy in Translation Retrieval, Machine Translation 23(4), pp. 195–240.
MacKinlay, Andrew and Timothy Baldwin (2009) A Baseline Approach to the RTE5 Search Pilot, In Proceedings of the Text Analysis Conference 2009.
Baldwin, Timothy, Takenobu Tokunaga and Jun'ichi Tsujii (2009) Obituaries: Tanaka Hozumi, Computational Linguistics, 35(4), pp. 479–481.
Breen, James and Timothy Baldwin (2009) Corpus-based Extraction of Japanese Compound Verbs, In Proceedings of the 2009 Australasian Language Technology Workshop (ALTW 2009), Sydney, Australia, pp. 35–43.
Kim, Su Nam, Timothy Baldwin and Min-Yen Kan (2009) An Unsupervised Approach to Extracting Domain-Specific Words, In Proceedings of the 2009 Australasian Language Technology Workshop (ALTW 2009), Sydney, Australia, pp. 94–98.
Mistica, Meladel, Wayan Arka, Timothy Baldwin and Avery Andrews (2009) Double Double, Morphology and Trouble: Looking into Reduplication in Indonesian, In Proceedings of the 2009 Australasian Language Technology Workshop (ALTW 2009), Sydney, Australia, pp. 44–52.
Lui, Marco and Timothy Baldwin (2009) You Are What You Post: User-level Features in Threaded Discourse, In Proceedings of the Fourteenth Australian Document Computing Symposium (ADCS 2009), Sydney, Australia.
Kim, Su Nam, Timothy Baldwin and Min-Yen Kan (2009) The Use of Topic Representative Words in Text Categorization, In Proceedings of the Fourteenth Australian Document Computing Symposium (ADCS 2009), Sydney, Australia, pp. 75–81.
Baldwin, Timothy and Manuel Paul Anil Kumar Joseph (2009) Restoring Punctuation and Casing in English Text, In Proceedings of the 22nd Australian Joint Conference on Artificial Intelligence (AI09), Melbourne, Australia, pp. 547–556. [DATASET]
Yap, Willy and Timothy Baldwin (2009) Experiments on Pattern-based Relation Learning, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, pp. 1657–1660.
Yap, Willy and Timothy Baldwin (2009) Experiments on Pattern-based Relation Learning, University of Melbourne Working Paper.
Burfoot, Clint and Timothy Baldwin (2009) Automatic Satire Detection: Are You Having a Laugh?, In Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, Singapore, pp. 161–164. [DATASET]
Mistica, Meladel and Timothy Baldwin (2009) Recognising the Predicate-argument Structure of Tagalog, in Proceedings of North American Chapter of the Association for Computational Linguistics - Human Language Technologies 2009 (NAACL HLT 2009): Short Papers, Boulder, USA, pp. 257–260. [DATASET]
Nicholson, Jeremy and Timothy Baldwin (2009) Web and Corpus Methods for Malay Count Classifier Prediction, in Proceedings of North American Chapter of the Association for Computational Linguistics - Human Language Technologies 2009 (NAACL HLT 2009): Short Papers, Boulder, USA, pp. 69–72.
MacKinlay, Andrew, David Martinez and Timothy Baldwin (2009) Biomedical Event Annotation with CRFs and Precision Grammars, in Proceedings of BioNLP 2009: Shared Task, Boulder, USA, pp. 77–85.
Baldwin, Timothy, Valia Kordoni and Aline Villavicencio (2009) Prepositions in Applications: A Survey and Introduction to the Special Issue, Computational Linguistics, 35(2), pp. 119–149.
Baldwin, Timothy, Valia Kordoni and Aline Villavicencio, eds. (2009) Special Issue of Computational Linguistics on Prepositions in Applications, 35(2).
Baldwin, Timothy and Lejoe Kuriakose (2009) Cheap, Accurate RFID Tracking of Museum Visitors for Personalized Content Delivery, In Museums and the Web 2009: Proceedings.

2008

Bohnert, Fabian, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin and Liz Sonenberg (2008) Using Interest and Transition Models to Predict Visitor Locations in Museums, AI Communications, 21(2-3), pp. 195–202.
Nicholson, Jeremy and Timothy Baldwin (2008) Learning Count Classifier Preferences of Malay Nouns, In Proceedings of the 2008 Australasian Language Technology Workshop (ALTW 2008), Hobart, Australia, pp. 115–123.
March, Olivia and Timothy Baldwin (2008) Automatic Event Reference Identification, In Proceedings of the 2008 Australasian Language Technology Workshop (ALTW 2008), Hobart, Australia, pp. 79–87.
Grieser, Karl, Timothy Baldwin, Fabian Bohnert and Liz Sonenberg (2008) Using Collaboratively Constructed Document Collections to Simulate Real World Object Comparisons, In Proceedings of the Thirteenth Australian Document Computing Symposium (ADCS 2008), Hobart, Australia, pp. 73–76.
Martinez, David, Sarvnaz Karimi, Lawrence Cavedon and Timothy Baldwin (2008) Facilitating Biomedical Systematic Reviews Using Ranked Text Retrieval and Classification, In Proceedings of the Thirteenth Australian Document Computing Symposium (ADCS 2008), Hobart, Australia, pp. 53–60.
Kim, Su Nam and Timothy Baldwin (2008) An Unsupervised Approach to Interpreting Noun Compounds, In Proceedings of 2008 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE'08), Beijing, China.
Yencken, Lars and Timothy Baldwin (2008) Measuring and Predicting Orthographic Associations: Modelling the Similarity of Japanese Kanji, In Proceedings of the 22nd International Conference on Computational Linguistics (COLING 2008), Manchester, UK. [DATASET]
Mistica, Meladel, Timothy Baldwin, Marisa Cordella and Simon Musgrave (2008) Applying Discourse Analysis and Data Mining Methods to Spoken OSCE Assessments, In Proceedings of the 22nd International Conference on Computational Linguistics (COLING 2008), Manchester, UK.
Yencken, Lars and Timothy Baldwin (2008) Orthographic Similarity search for Dictionary Lookup of Japanese Words, In Proceedings of the 18th European Conference on Artificial Intelligence (ECAI-08), Patras, Greece.
Bohnert, Fabian, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin and Elizabeth Sonenberg (2008) Using Collaborative Models to Adaptively Predict Visitor Locations in Museums, In Proceedings of the 5th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, Hanover, Germany, pp. 42–51.
Berkovsky, Shlomo, Timothy Baldwin and Ingrid Zukerman (2008) Aspect-Based Personalized Text Summarization, In Proceedings of the 5th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, Hanover, Germany, pp. 267–270.
Ye, Patrick and Timothy Baldwin (2008) Towards Automatic Animated Storyboarding, In Proceedings of the 23rd Conference on Artificial Intelligence (AAAI-08), Chicago, USA, pp. 578--583.
Agirre, Eneko, Timothy Baldwin and David Martinez (2008) Improving Parsing and PP attachment Performance with Sense Information, In Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics (ACL HLT 2008), Columbus, USA, pp. 317--325.
Baldwin, Timothy (2008) A Resource for Evaluating the Deep Lexical Acquisition of English Verb-Particle Constructions, In Proceedings of LREC 2008 Workshop: Towards a Shared Task for Multiword Expressions (MWE 2008), Marrakech, Morocco, pp. 1–2. [DATASET]
Nicholson, Jeremy and Timothy Baldwin (2008) Interpreting Compound Nominalisations, In Proceedings of LREC 2008 Workshop: Towards a Shared Task for Multiword Expressions (MWE 2008), Marrakech, Morocco, pp. 43–45. [DATASET]
Kim, Su Nam and Timothy Baldwin (2008) Standardised Evaluation of English Noun Compound Interpretation, In Proceedings of LREC 2008 Workshop: Towards a Shared Task for Multiword Expressions (MWE 2008), Marrakech, Morocco, pp. 39–42. [DATASET]
Nicholson, Jeremy, Valia Kordoni, Yi Zhang, Timothy Baldwin and Rebecca Dridan (2008) Evaluating and Extending the Coverage of HPSG Grammars, In Proceedings of the 6th International Conference on Language Resources and Evaluation (LREC2008), Marrakech, Morocco.
Baldwin, Timothy, Su Nam Kim, Francis Bond, Sanae Fujita, David Martinez and Takaaki Tanaka (2008) MRD-based Word Sense Disambiguation: Further Extending Lesk, In Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008), Hyderabad, India, pp. 775–780.
Kim, Su Nam and Timothy Baldwin (2008) Benchmarking Noun Compound Interpretation, In Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008), Hyderabad, India, pp. 569–576.
Bohnert, Fabian, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin and Elizabeth Sonenberg (2008) Using Interest and Transition Models to Predict Visitor Locations in Museums, Technical Report No. 2008/219, Clayton School of Information Technology, Monash University.

2007

Baldwin, Timothy, David Martinez, Richard B. Penman (2007) Automatic Thread Classification for Linux User Forum Information Access, In Proceedings of the Twelfth Australasian Document Computing Symposium (ADCS 2007), Melbourne, Australia, pp. 72–79.
Kim, Su Nam, Meladel Mistica and Timothy Baldwin (2007) Extending Sense Collocations in Interpreting Noun Compounds, In Proceedings of the 2007 Australasian Language Technology Workshop (ALTW 2007), Melbourne, Australia, pp. 49–56.
Yap, Willy and Timothy Baldwin (2007) Dictionary Alignment for Context-sensitive Word Glossing, In Proceedings of the 2007 Australasian Language Technology Workshop (ALTW 2007), Melbourne, Australia, pp. 125–133.
Ghodke, Sumukh and Timothy Baldwin (2007) An Investigation into the Interaction between Feature Selection and Discretization: Learning How and When to Read Numbers, In Proceedings of the 20th Australian Joint Conference on Artificial Intelligence (AI07), Gold Coast, Australia, pp. 48–57.
Baldwin, Timothy (2007) Scalable Deep Linguistic Processing: Mind the Lexical Gap, In Proceedings of the 21st Pacific Asia Conference on Language, Information and Computation (PACLIC21), Seoul, Korea, pp. 3–12.
Yamada, Ichiro, Timothy Baldwin, Hideki Sumiyoshi, Masahiro Shibata and Nobuyuki Yagi (2007) Automatic Acquisition of Qualia Structure from Corpus Data, IEICE Transactions on Information and Systems, Vol. E90-D, No. 10, pp. 1534–1541.
Dridan, Rebecca and Timothy Baldwin (2007) What to Classify and How: Experiments in Question Classification for Japanese, In Proceedings of PACLING 2007, Melbourne, Australia, pp. 333–341.
Kim, Su Nam and Timothy Baldwin (2007) Detecting Compositionality of English Verb-Particle Constructions using Semantic Similarity, In Proceedings of PACLING 2007, Melbourne, Australia, pp. 40–48.
Kim, Su Nam and Timothy Baldwin (2007) Interpreting Noun Compounds using Bootstrapping and Sense Collocation, In Proceedings of PACLING 2007, Melbourne, Australia, pp. 129–136.
Kim, Su Nam and Timothy Baldwin (2007) Disambiguating Noun Compounds, In Proceedings of the Twenty-Second Conference on Artificial Intelligence (AAAI-07), Vancouver, Canada, pp. 901–6.
Furlan, Aidan, Timothy Baldwin and Alex Klippel (2007) Landmark Classification for Route Directions, In Proceedings of the Fourth ACL-SIGSEM Workshop on Prepositions, Prague, Czech Republic, pp. 9–16.
Grieser, Karl, Timothy Baldwin and Steven Bird (2007) Dynamic Path Prediction and Recommendation in a Museum Environment, In Proceedings of the ACL 2007 Workshop on Language Technology for Cultural Heritage Data (LaTeCH 2007), Prague, Czech Republic, pp. 49–56.
Zhang, Yi, Timothy Baldwin and Valia Kordoni (2007) The Corpus and the Lexicon: Standardising Deep Lexical Acquisition Evaluation, In Proceedings of the ACL 2007 Workshop on Deep Linguistic Processing, Prague, Czech Republic, pp. 152–159.
Kim, Su Nam and Timothy Baldwin (2007) MELB-KB: Nominal Classification as Noun Compound Interpretation, In Proceedings of the 4th International Workshop on Semantic Evaluations, Prague, Czech Republic, pp. 231–236.
Martinez, David, Timothy Baldwin, Eneko Agirre and Oier Lopez de Lacalle (2007) UBC-UMB: Combining unsupervised and supervised systems for all-words WSD, In Proceedings of the 4th International Workshop on Semantic Evaluations, Prague, Czech Republic, pp. 350–353.
Martinez, David, Su Nam Kim and Timothy Baldwin (2007) MELB-MKB: Lexical Substitution system based on Relatives in Context, In Proceedings of the 4th International Workshop on Semantic Evaluations, Prague, Czech Republic, pp. 237–240.
Ye, Patrick and Timothy Baldwin (2007) MELB-YB: Preposition Sense Disambiguation Using Rich Semantic Features, In Proceedings of the 4th International Workshop on Semantic Evaluations, Prague, Czech Republic, pp. 241–244.
Baldwin, Timothy, Mark Dras, Julia Hockenmaier, Tracy Holloway King and Gertjan van Noord (2007) The Impact of Deep Linguistic Processing on Parsing Technology, In Proceedings of the 10th International Conference on Parsing Technology, Prague, Czech Republic, pp. 36–38.
Tanaka, Takaaki, Francis Bond, Timothy Baldwin, Sanae Fujita and Chikara Hashimoto (2007) Word Sense Disambiguation Incorporating Lexical and Structural Semantic Information, In Proceedings of the 2007 Joint Meeting of the Conference on Empirical Methods on Natural Language Processing and the Conference on Natural Language Learning (EMNLP-CoNLL 2007), Prague, Czech Republic, pp. 477–485.

2006

Ye, Patrick and Timothy Baldwin (2006) Semantic Role Labelling of Prepositional Phrases, ACM Transactions on Asian Language Information Processing (TALIP), 5(3), pp. 228–244.
Yencken, Lars and Timothy Baldwin (2006) Modelling the Orthographic Neighbourhood for Japanese Kanji, In Proceedings of the 21st International Conference on the Computer Processing of Oriental Languages, Singapore, pp. 321—332. [DATASET]
Ye, Patrick and Timothy Baldwin (2006) Verb Sense Disambiguation Using Selectional Preferences Extracted With A State-of-the-art Semantic Role Labeler, In Proceedings of the 2006 Australasian Language Technology Workshop (ALTW 2006), Sydney, Australia, pp. 139–148.
Nicholson, Jeremy, Timothy Baldwin and Phil Blunsom (2006) Die Morphologie (f): Targeted Lexical Acquisition for Languages other than English, In Proceedings of the 2006 Australasian Language Technology Workshop (ALTW 2006), Sydney, Australia, pp. 67–74.
Baldwin, Timothy (2006) Book Review of Particle Verbs in English: Syntax, Information Structure and Intonation (Dehé, Nicole, 2002) Language, Vol. 82, No. 3.
Baldwin, Timothy (2006) Data-Driven Methods for Acquiring Lexical Semantics, Lecture notes from the ESSLLI 2006 Foundational Course on Data-Driven Methods for Acquiring Linguistic Information, Málaga, Spain. [SLIDES]
Baldwin, Timothy, Steven Bird and Baden Hughes (2006) Collecting Low-Density Language Materials on the Web, In Proceedings of the 12th Australasian World Wide Web Conference (AusWeb06), Noosa Lakes, Australia. (Best Poster Award)
Kim, Su Nam and Timothy Baldwin (2006) Interpreting Semantic Relations in Noun Compounds via Verb Semantics, In Proceedings of COLING/ACL 2006, Sydney, Australia, pp. 491–498.
Nicholson, Jeremy and Timothy Baldwin (2006) Interpretation of Compound Nominalisations using Corpus and Web Statistics, In Proceedings of COLING/ACL 2006 Workshop on Multiword Expressions, Sydney, Australia, pp. 54–61.
Baldwin, Timothy (2006) Compositionality and Multiword Expressions: Six of One, Half a Dozen of the Other?, Invited Talk at the COLING/ACL 2006 Workshop on Multiword Expressions, Sydney, Australia. [SLIDES]
Blunsom, Phil and Timothy Baldwin (2006) Multilingual Deep Lexical Acquisition for HPSGs via Supertagging, In Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006), Sydney, Australia, pp. 164–171.
Hughes, Baden, Timothy Baldwin, Steven Bird, Jeremy Nicholson and Andrew MacKinlay (2006) Reconsidering Language Identification for Written Language Resources, In Proceedings of the 5th International Conference on Language Resources and Evaluation (LREC2006), Genoa, Italy, pp. 485–488.
Baldwin, Timothy and Su'ad Awab (2006) Open Source Corpus Analysis Tools for Malay, In Proceedings of the 5th International Conference on Language Resources and Evaluation (LREC2006), Genoa, Italy, pp. 2212–2215.
Nicholson, Jeremy, Nicola Stokes and Timothy Baldwin (2006) Detecting Entailment Using an Extended Implementation of the Basic Elements Overlap Metric, In Proceedings of the 2nd PASCAL Recognizing Textual Entailment Challenge, Venice, Italy.
Kim, Su Nam and Timothy Baldwin (2006) Automatic Identification of English Verb Particle Constructions using Linguistic Features, In Proceedings of the Third ACL-SIGSEM Workshop on Prepositions, Trento, Italy, pp. 65–72.
Baldwin, Timothy, John Beavers, Leonoor van der Beek, Francis Bond, Dan Flickinger and Ivan A. Sag (2006) In Search of a Systematic Treatment of Determinerless PPs, In Patrick Saint-Dizier (ed.) Computational Linguistics Dimensions of Syntax and Semantics of Prepositions, Springer, ISBN 1402038496, pp. 163–180.
Baldwin, Timothy (2006) Distributional Similarity and Preposition Semantics, In Patrick Saint-Dizier (ed.) Computational Linguistics Dimensions of Syntax and Semantics of Prepositions, Springer, ISBN 1402038496, pp. 197–210.

2005

Baldwin, Timothy, John Beavers, Emily M. Bender, Dan Flickinger, Ara Kim and Stephan Oepen (2005) Beauty and the Beast: What running a broad-coverage precision grammar over the BNC taught us about the grammar – and the corpus, In Linguistic Evidence: Empirical, Theoretical, and Computational Perspectives, Mouton de Gruyter, ISBN 3-11-018312-9, pp. 49–69.
MacKinlay, Andrew and Timothy Baldwin (2005) POS Tagging with a More Informative Tagset, In Proceedings of the Australasian Language Technology Workshop 2005 (ALTW 2005), Sydney, Australia, pp. 40–48.
Nicholson, Jeremy and Timothy Baldwin (2005) Statistical Interpretation of Compound Nominalisations, In Proceedings of the Australasian Language Technology Workshop 2005 (ALTW 2005), Sydney, Australia, pp. 152–159.
Yencken, Lars and Timothy Baldwin (2005) Efficient Grapheme-phoneme Alignment for Japanese, In Proceedings of the Australasian Language Technology Workshop 2005 (ALTW 2005), Sydney, Australia, pp. 143–151.
Ye, Patrick and Timothy Baldwin (2005) Semantic Role Labelling of Prepositional Phrases, In Proceedings of the Second International Joint Conference on Natural Language Processing (IJCNLP-05), Jeju, South Korea, pp. 779–791.
Kim, Su Nam and Timothy Baldwin (2005) Automatic Interpretation of Noun Compounds using WordNet Similarity, In Proceedings of the Second International Joint Conference on Natural Language Processing (IJCNLP-05), Jeju, South Korea, pp. 945–956.
Baldwin, Timothy (2005) General-Purpose Lexical Acquisition: Procedures, Questions and Results, In Proceedings of the Pacific Association for Computational Linguistics 2005, Tokyo, Japan, pp. 23–32.
Baldwin, Timothy (2005) The Deep Lexical Acquisition of English Verb-particle Constructions, Computer Speech and Language, Special Issue on Multiword Expressions, Volume 19, Issue 4, pp. 398–414.
Uchiyama, Kiyoko, Timothy Baldwin and Shun Ishizaki (2005) Disambiguating Japanese Compound Verbs, Computer Speech and Language, Special Issue on Multiword Expressions, Volume 19, Issue 4, pp. 497–512.
Baldwin, Timothy (2005) Bootstrapping Deep Lexical Resources: Resources for Courses, In Proceedings of the ACL-SIGLEX 2005 Workshop on Deep Lexical Acquisition, Ann Arbor, USA, pp. 67–76.
Baldwin, Timothy (2005) Looking for Prepositional Verbs in Corpus Data, In Proceedings of the 2nd ACL-SIGSEM Workshop on the Linguistic Dimensions of Prepositions and their Use in Computational Linguistics Formalisms and Applications, Colchester, UK, pp. 115–126.

2004

Yamada, Ichiro and Timothy Baldwin (2004) Automatic Discovery of Telic and Agentive Roles from Corpus Data, In Proceedings of the 18th Pacific Asia Conference on Language, Information and Computation (PACLIC 18), Tokyo, Japan, pp. 115–126.
Baldwin, Timothy (2004) Multiword Expressions, Advanced course at the Australasian Language Technology Summer School (ALTSS 2004), Sydney, Australia. [SLIDES]
Baldwin, Timothy (2004) Making Sense of Japanese Relative Clause Constructions, In Proceedings of the 2nd Workshop on Text Meaning and Interpretation, Barcelona, Spain, pp. 49–56.
Baldwin, Timothy and Takaaki Tanaka (2004) Translation by Machine of Compound Nominals: Getting it Right, In Proceedings of the ACL 2004 Workshop on Multiword Expressions: Integrating Processing, Barcelona, Spain, pp. 24–31.
Baldwin, Timothy (2004) Translation Memory Engines: A Look under the Hood and Road Test, In Proceedings of the 15th International Japanese/English Translation Conference (IJET-15), Yokohama, Japan. [SLIDES]
van der Beek, Leonoor and Timothy Baldwin (2004) Crosslingual Countability Classification with EuroWordNet, In Proceedings of the 14th Meeting of Computational Linguistics in the Netherlands (CLIN 2003), Antwerp Papers in Linguistics, Antwerp, Belgium.
Bender, Emily M., Dan Flickinger, Stephan Oepen, Annemarie Walsh and Tim Baldwin (2004) Arboretum: Using a Precision Grammar for Grammar Checking CALL, In Proceedings of the InSTIL/ICAL Symposium: NLP and Speech Technologies in Advance Language Learning Systems, Venice, Italy.
Villavicencio, Aline, Timothy Baldwin and Benjamin Waldron (2004) A Multilingual Database of Idioms, In Proceedings of the Fourth International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal, pp. 1127–1130.
Baldwin, Timothy, Emily M. Bender, Dan Flickinger, Ara Kim and Stephan Oepen (2004) Road-testing the English Resource Grammar over the British National Corpus, In Proceedings of the Fourth International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal, pp. 2047–2050.
Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2004) Evaluating the FOKS Error Model, In Proceedings of the Fourth International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal, pp. 2119–2122.
Uchiyama, Kiyoko and Timothy Baldwin (2004) Kikai-gakushu-ni-yoru Fukugou-doushi no Tagisei-kaishou-hou (Automatically Disambiguating Japanese Verb Compounds), In Proceedings of the 10th Annual Meeting of the Association of Natural Language Processing (Japan), Tokyo, Japan (in Japanese).
Baldwin, Timothy, John Beavers, Emily M. Bender, Dan Flickinger, Ara Kim and Stephan Oepen (2004) Beauty and the Beast: What Running a Broad-coverage Precision Grammar over the BNC Taught us about the Grammar – and the Corpus, In Proceedings of the International Conference on Linguistic Evidence: Empirical, Theoretical, and Computational Perspectives, Tübingen, Germany.

2003

Baldwin, Timothy and Leonoor van der Beek (2003) The Ins and Outs of Dutch Noun Countability Classification, In Proceedings of the 2003 Australasian Language Technology Workshop (ALTW2003), Melbourne, Australia, pp. 33–40.
Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Improving Dictionary Accessibility by Maximizing Use of Available Knowledge, Traitement automatique des langues Vol. 44 No. 2, pp. 199–224.
Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Modeling Learners' Cognitive Processes for Improved Dictionary Accessibility, In Proceedings of the 10th International Conference of the European Association for Japanese Studies, Warsaw, Poland.
Tanaka, Takaaki and Timothy Baldwin (2003) Translation Selection for Japanese-English Noun-Noun Compounds, In Proceedings of Machine Translation Summit IX, New Orleans, USA, pp. 378–385.
Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Increasing the Error Coverage of the FOKS Japanese Dictionary Interface, In Proceedings of the 3rd Conference of the Asian Association for Lexicography (ASIALEX 2003), Tokyo, Japan.
Baldwin, Timothy, John Beavers, Leonoor van der Beek, Francis Bond, Dan Flickinger and Ivan A. Sag (2003) In Search of a Systematic Treatment of Determinerless PPs, In Proceedings of the ACL-SIGSEM Workshop on the Linguistic Dimensions of Prepositions and their Use in Computational Linguistics Formalisms and Applications, Toulouse, France, pp. 145–156.
Bannard, Colin and Timothy Baldwin (2003) Distributional Models of Preposition Semantics, In Proceedings of the ACL-SIGSEM Workshop on the Linguistic Dimensions of Prepositions and their Use in Computational Linguistics Formalisms and Applications, Toulouse, France, pp. 169–180.
Baldwin, Timothy and Francis Bond (2003) Learning the Countability of English Nouns from Corpus Data, In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics (ACL 2003), Sapporo, Japan, pp. 463–470.
Baldwin, Timothy and Francis Bond (2003) A Plethora of Methods for Learning English Countability, In Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing (EMNLP 2003), Sapporo, Japan, pp. 73–80.
Baldwin, Timothy, Colin Bannard, Takaaki Tanaka and Dominic Widdows (2003) An Empirical Model of Multiword Expression Decomposability, In Proceedings of the ACL-2003 Workshop on Multiword Expressions: Analysis, Acquisition and Treatment, Sapporo, Japan, pp. 89–96.
Bannard, Colin, Timothy Baldwin and Alex Lascarides (2003) A Statistical Approach to the Semantics of Verb-Particles, In Proceedings of the ACL-2003 Workshop on Multiword Expressions: Analysis, Acquisition and Treatment, Sapporo, Japan, pp. 65–72.
Tanaka, Takaaki and Timothy Baldwin (2003) Noun-Noun Compound Machine Translation: A Feasibility Study on Shallow Processing, In Proceedings of the ACL-2003 Workshop on Multiword Expressions: Analysis, Acquisition and Treatment, Sapporo, Japan, pp. 17–24.
Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Chiteki-na Jisho FOKS: Dare-demo Kensaku-Kanou-na Jisho Shisutemu (The FOKS Intelligent Dictionary: A Freely-accessible Dictionary System), In Kuramae Journal No. 975, pp. 20–25 (in Japanese).
van der Beek, Leonoor and Timothy Baldwin (2003) Crosslingual Countability Classification: English meets Dutch, LinGO Working Paper 2003-03.

2002

Sag, Ivan, Timothy Baldwin, Francis Bond, Ann Copestake and Dan Flickinger (2002) Multiword Expressions: A Pain in the Neck for NLP, In Proceedings of the Third International Conference on Intelligent Text Processing and Computational Linguistics (CICLING 2002), Mexico City, Mexico, pp. 1–15.
Baldwin, Timothy and Francis Bond (2002) Alternation-based Lexicon Reconstruction, In Proceedings of the 9th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI 2002), Keihanna, Japan, pp. 1–11.
Baldwin, Timothy (2002) Translation Memories, Tutorial at the 9th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI 2002), Keihanna, Japan.
Baldwin, Timothy and Francis Bond (2002) Multiword Expressions: Some Problems for Japanese NLP, In Proceedings of the Eighth Annual Meeting of the Association of Natural Language Processing (Japan), Keihanna, Japan, pp. 379–382.
Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2002) Construction of a Japanese Learner-Friendly Dictionary Interface, In Proceedings of the Eighth Annual Meeting of the Association of Natural Language Processing (Japan), Keihanna, Japan, pp. 439–442. (Best Paper Award)
Bond, Francis, Timothy Baldwin and Sanae Fujita (2002) Detecting Alternation Instances in a Valency Dictionary, In Proceedings of the Eighth Annual Meeting of the Association of Natural Language Processing (Japan), Keihanna, Japan, pp. 519–522.
Baldwin, Timothy, Slaven Bilac, Ryo Okumura, Takenobu Tokunaga and Hozumi Tanaka (2002) Enhanced Japanese Electronic Dictionary Look-up, In Proceedings of the Third International Conference on Language Resources and Evaluation (LREC 2002), Las Palmas, Canary Islands, pp. 979–985.
Copestake, Ann, Fabre Lambeau, Aline Villavicencio, Francis Bond, Timothy Baldwin, Ivan Sag, Dan Flickinger (2002) Multiword Expressions: Linguistic Precision and Reusability, In Proceedings of the Third International Conference on Language Resources and Evaluation (LREC 2002), Las Palmas, Canary Islands, pp. 1941–1947.
Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2002) Bringing the Dictionary to the User: the FOKS system, In Proceedings of the 19th International Conference on Computational Linguistics (COLING 2002), Taipei, Taiwan, pp. 85–91.
Baldwin, Timothy and Aline Villavicencio (2002) Extracting the Unextractable: A Case Study on Verb-particles, In Proceedings of the Sixth Conference on Computational Natural Language Learning (CoNLL 2002), Taipei, Taiwan, pp. 98–104.

2001

Baldwin, Timothy, Francis Bond and Kentaro Ogura (2001) Dictionary-driven analysis of Japanese verbal alternations, In Proceedings of the Seventh Annual Meeting of the Association of Natural Language Processing (Japan), Tokyo, Japan, pp. 281–284.
Baldwin, Timothy (2001) Making Lexical Sense of Japanese-English Machine Translation: A Disambiguation Extravaganza PhD Thesis, Tokyo Institute of Technology, Tokyo, Japan.
Baldwin, Timothy and Hozumi Tanaka (2001) Balancing up efficiency and accuracy in translation retrieval Journal of Natural Language Processing vol. 8, no. 2, pp. 19–37.
Baldwin, Timothy (2001) Low-cost, High-performance Translation Retrieval: Dumber is Better, In Proceedings of the 39th Annual Meeting of the Association for Computational Linguistics (ACL 2001), Toulouse, France, pp. 18–25.
Baldwin, Timothy, Atsushi Okazaki, Takenobu Tokunaga and Hozumi Tanaka (2001) The Japanese Translation Task: Lexical and Structural Perspectives, In Proceedings of the ACL/EACL 2001 Senseval2 Workshop, Touluse, France.
Baldwin, Timothy, Atsushi Okazaki, Takenobu Tokunaga and Hozumi Tanaka (2001) The Successes and Failures of Lexical and Structural Translation Retrieval, IEICE Technical Report.

2000

Baldwin, Timothy and Hozumi Tanaka (2000) Verb Alternations and Japanese – How, What and Where? In Proceedings of the 14th Pacific Asia Conference on Language, Information and Computation (PACLIC 14), Tokyo, Japan, pp. 3–14.
Baldwin, Timothy and Hozumi Tanaka (2000) A Comparative Study of Unsupervised Grapheme-Phoneme Alignment Methods, In Proceedings of the 22nd Annual Meeting of the Cognitive Science Society (CogSci 2000), Philadelphia, USA, pp 597–602.
Baldwin, Timothy and Hozumi Tanaka (2000) The Effects of Word Order and Segmentation on Translation Retrieval Performance In Proceedings of the 18th International Conference on Computational Linguistics (COLING 2000), Saabruecken, Germany, pp 35–41.
Baldwin, Timothy and Hozumi Tanaka (2000) Balancing up efficiency and accuracy in translation retrieval, In IPSJ SIJ Notes, volume 2000, no. 86, pp. 10–16. Reprinted as Baldwin and Tanaka (2001).

1999

Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (1999) Incremental Japanese grapheme-phoneme alignment, In IPSJ SIJ Notes, volume 99, no. 130, pp. 47–54.
Baldwin, Timothy, Francis Bond and Ben Hutchinson (1999) An alternation-based Japanese valency dictionary architecture, In Proceedings of the Fifth Annual Meeting of the Association of Natural Language Processing (Japan), Tokyo, Japan, pp. 193–196.
Hutchinson, Ben, Francis Bond and Timothy Baldwin (1999) Construction of an alternation-based English valency dictionary, In Proceedings of the Fifth Annual Meeting of the Association of Natural Language Processing (Japan), Tokyo, Japan, pp. 197–200.
Baldwin, Timothy and Hozumi Tanaka (1999) The Applications of Unsupervised Learning to Japanese Grapheme-Phoneme Alignment, In Proceedings of ACL Workshop on Unsupervised Learning in Natural Language Processing, College Park, USA, pp. 9–16.
Baldwin, Timothy and Hozumi Tanaka (1999) Automated Japanese grapheme-phoneme alignment, In Proceedings of the International Conference on Cognitive Science, Tokyo, Japan, pp. 349–354.
Baldwin, Timothy and Hozumi Tanaka (1999) Argument Status in Japanese Verb Sense Disambiguation, In Proceedings of the 8th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI-99), Chester, UK, pp. 196–206.
Baldwin, Timothy, Ben Hutchinson and Francis Bond (1999) A Valency Dictionary Architecture for Machine Translation, In Proceedings of the 8th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI-99), Chester, UK, pp. 207–217.
Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1999) The parameter-based analysis of Japanese relative clause constructions, In IPSJ SIJ Notes, volume 99, no. 95, pp. 55–62.
Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1999) Preliminary analysis of the range and frequency of Japanese verb alternations, In IPSJ SIJ Notes, volume 99, no. 95, pp. 139–146.

1998

Baldwin, Timothy (1998) The Analysis of Japanese Relative Clauses, Master's Thesis, Tokyo Institute of Technology, Tokyo, Japan.
Baldwin, Timothy (1998) Relative Clause Coordination and Subordination in Japanese, In Proceedings of the Australian Natural Language Processing Postgraduate Workshop, pp. 1–10.
Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1998) A Computational Account of Modality-based Case Frame Transformation In Proceedings of the Fourth Annual Meeting of the Association of Natural Language Processing (Japan), Fukuoka, Japan, pp. 58–61.
Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1998) Lexical Effects in Verb Sense Disambiguation, In IPSJ SIJ Notes, volume 98, no. 209, pp. 47–54.

1997

Baldwin, Timothy (1997) Ryugakusei-kara Mita Nihongo (The View of Japanese from a Learner of the Language), AAMT Journal, no. 18 (in Japanese).
Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1997) Semantic Verb Classes in the Analysis of Head Gapping in Japanese Relative Clauses, In Proceedings of the Natural Language Processing Pacific Rim Symposium '97 (NLPRS'97), Phuket, Thailand, pp. 409–414.
Fujii, Atsushi, Kentaro Inui, Timothy Baldwin, Takenobu Tokunaga and Hozumi Tanaka (1997) Towards the Application of Word Sense Disambiguation to Information Extraction, In Proceedings of the International Workshop on Lexically Driven Information Extraction, Frascati, Italy, pp. 39–49.
Baldwin, Timothy, Hozumi Tanaka and Takenobu Tokunaga (1997) Analysis of Head Gapping in Japanese Relative Clauses, In IPSJ SIJ Notes, volume 97, no. 4, pp. 1–8.
Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1997) Syntactic and Semantic Constraints on Head Gapping in Japanese Relative Clauses, In Proceedings of the Third Annual Meeting of the Association of Natural Language Processing (Japan), Kyoto, Japan, pp. 277–280.