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ORCIDTimothy Baldwin
Tim Baldwin
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- affiliation: Mohamed bin Zayed University of Artificial Intelligence, UAE
- affiliation: University of Melbourne, School of Computing and Information Systems, Australia
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2020 – today
- 2025
[j41]Lizhi Lin, Honglin Mu, Zenan Zhai, Minghan Wang, Yuxia Wang, Renxi Wang, Junjie Gao, Yixuan Zhang, Wanxiang Che, Timothy Baldwin, Xudong Han, Haonan Li:
Against The Achilles' Heel: A Survey on Red Teaming for Generative Models. J. Artif. Intell. Res. 82: 687-775 (2025)- [j40]Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, Lyudmila Rvanova, Daniil Vasilev, Akim Tsvigun, Sergey Petrakov, Rui Xing, Abdelrahman Boda Sadallah, Kirill Grishchenkov, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov, Artem Shelmanov:
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. Trans. Assoc. Comput. Linguistics 13: 220-248 (2025) - [c324]Tatsuki Kuribayashi, Timothy Baldwin:
Does Vision Accelerate Hierarchical Generalization in Neural Language Learners? COLING 2025: 1865-1879 - [c323]Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin:
The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing. COLING 2025: 2758-2764 - [c322]Gisela Vallejo, Christine de Kock, Timothy Baldwin, Lea Frermann:
Human Interest Framing across Cultures: A Case Study on Climate Change. COLING 2025: 11380-11398 - [c321]Renxi Wang, Xudong Han, Lei Ji, Shu Wang, Timothy Baldwin, Haonan Li:
ToolGen: Unified Tool Retrieval and Calling via Generation. ICLR 2025 - [c320]Hanoona Abdul Rasheed, Muhammad Maaz, Abdelrahman M. Shaker, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Tim Baldwin, Michael Felsberg, Fahad Shahbaz Khan:
Palo: A Polyglot Large Multimodal Model for 5B People. WACV 2025: 1745-1754 - [i128]Tatsuki Kuribayashi, Yohei Oseki, Souhaib Ben Taieb, Kentaro Inui, Timothy Baldwin:
Large Language Models Are Human-Like Internally. CoRR abs/2502.01615 (2025) - [i127]Kemal Kurniawan, Meladel Mistica, Timothy Baldwin, Jey Han Lau:
Training and Evaluating with Human Label Variation: An Empirical Study. CoRR abs/2502.01891 (2025) - [i126]Masahiro Kaneko, Alham Fikri Aji, Timothy Baldwin:
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models. CoRR abs/2502.11495 (2025) - [i125]Zenan Zhai, Hao Li, Xudong Han, Zhenxuan Zhang, Yixuan Zhang, Timothy Baldwin, Haonan Li:
RuozhiBench: Evaluating LLMs with Logical Fallacies and Misleading Premises. CoRR abs/2502.13125 (2025) - [i124]Maiya Goloburda, Nurkhan Laiyk, Diana Turmakhan, Yuxia Wang, Mukhammed Togmanov, Jonibek Mansurov, Askhat Sametov, Nurdaulet Mukhituly, Minghan Wang, Daniil Orel, Zain Muhammad Mujahid, Fajri Koto, Timothy Baldwin, Preslav Nakov:
Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts. CoRR abs/2502.13640 (2025) - [i123]Renxi Wang, Honglin Mu, Liqun Ma, Lizhi Lin, Yunlong Feng, Timothy Baldwin, Xudong Han, Haonan Li:
SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning. CoRR abs/2502.13753 (2025) - [i122]Artem Vazhentsev, Lyudmila Rvanova, Ivan Lazichny, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov:
Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models. CoRR abs/2502.14427 (2025) - [i121]Irina Nikishina, Saba Anwar, Nikolay Dolgov, Maria Manina, Daria Ignatenko, Viktor Moskvoretskii, Artem Shelmanov, Tim Baldwin, Chris Biemann:
Argument-Based Comparative Question Answering Evaluation Benchmark. CoRR abs/2502.14476 (2025) - [i120]Yilin Geng, Haonan Li, Honglin Mu, Xudong Han, Timothy Baldwin, Omri Abend, Eduard H. Hovy, Lea Frermann:
Control Illusion: The Failure of Instruction Hierarchies in Large Language Models. CoRR abs/2502.15851 (2025) - [i119]Rui Xing, Boyang Sun, Kun Zhang, Timothy Baldwin, Jey Han Lau:
Analysis of Emotion in Rumour Threads on Social Media. CoRR abs/2502.16560 (2025) - 2024
- [j39]Isabelle Augenstein
, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca Ciampaglia, David P. A. Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Y. Halevy, Eduard H. Hovy, Heng Ji, Filippo Menczer, Rubén Míguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma, Giovanni Zagni:
Factuality challenges in the era of large language models and opportunities for fact-checking. Nat. Mac. Intell. 6(8): 852-863 (2024) - [j38]Fajri Koto, Rahmad Mahendra, Nurul Aisyah, Timothy Baldwin:
IndoCulture: Exploring Geographically Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces. Trans. Assoc. Comput. Linguistics 12: 1703-1719 (2024) - [c319]Renxi Wang, Haonan Li, Minghao Wu, Yuxia Wang, Xudong Han, Chiyu Zhang, Timothy Baldwin:
Demystifying Instruction Mixing for Fine-tuning Large Language Models. ACL (Student Research Workshop) 2024: 162-169 - [c318]Yuxia Wang, Zenan Zhai, Haonan Li, Xudong Han, Shom Lin, Zhenxuan Zhang, Angela Zhao, Preslav Nakov, Timothy Baldwin:
A Chinese Dataset for Evaluating the Safeguards in Large Language Models. ACL (Findings) 2024: 3106-3119 - [c317]Fajri Koto, Haonan Li, Sara Shatnawi, Jad Doughman, Abdelrahman Boda Sadallah, Aisha Alraeesi, Khalid Almubarak, Zaid Alyafeai, Neha Sengupta, Shady Shehata, Nizar Habash, Preslav Nakov, Timothy Baldwin:
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic. ACL (Findings) 2024: 5622-5640 - [c316]Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov:
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. ACL (Findings) 2024: 9367-9385 - [c315]Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan, Timothy Baldwin:
CMMLU: Measuring massive multitask language understanding in Chinese. ACL (Findings) 2024: 11260-11285 - [c314]Tatsuki Kuribayashi, Ryo Ueda, Ryo Yoshida, Yohei Oseki, Ted Briscoe, Timothy Baldwin:
Emergent Word Order Universals from Cognitively-Motivated Language Models. ACL (1) 2024: 14522-14543 - [c313]Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin:
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. EACL (1) 2024: 298-320 - [c312]Yuxia Wang, Haonan Li, Xudong Han, Preslav Nakov, Timothy Baldwin:
Do-Not-Answer: Evaluating Safeguards in LLMs. EACL (Findings) 2024: 896-911 - [c311]Sara Pieri, Sahal Shaji Mullappilly, Fahad Shahbaz Khan, Rao Muhammad Anwer, Salman H. Khan, Timothy Baldwin, Hisham Cholakkal:
BiMediX: Bilingual Medical Mixture of Experts LLM. EMNLP (Findings) 2024: 16984-17002 - [c310]Tatsuki Kuribayashi, Yohei Oseki, Timothy Baldwin:
Psychometric Predictive Power of Large Language Models. NAACL-HLT (Findings) 2024: 1983-2005 - [c309]Chen Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych:
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. NAACL-HLT 2024: 2016-2039 - [c308]Thinh Truong, Yulia Otmakhova, Karin Verspoor, Trevor Cohn, Timothy Baldwin:
Revisiting subword tokenization: A case study on affixal negation in large language models. NAACL-HLT 2024: 5082-5095 - [c307]Sukmin Yun, 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:
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs. NeurIPS 2024 - [c306]Kemal Kurniawan, Meladel Mistica, Timothy Baldwin, Jey Han Lau:
To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction. WASSA 2024: 362-368 - [i118]Haonan Li, Martin Tomko, Timothy Baldwin:
Location Aware Modular Biencoder for Tourism Question Answering. CoRR abs/2401.02187 (2024) - [i117]Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin:
The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing. CoRR abs/2401.08511 (2024) - [i116]Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki, Timothy Baldwin:
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting. CoRR abs/2401.15585 (2024) - [i115]Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin:
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. CoRR abs/2402.02113 (2024) - [i114]Renxi Wang, Haonan Li, Xudong Han, Yixuan Zhang, Timothy Baldwin:
Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents. CoRR abs/2402.11651 (2024) - [i113]Yuxia Wang, Zenan Zhai, Haonan Li, Xudong Han, Lizhi Lin, Zhenxuan Zhang, Jingru Zhao, Preslav Nakov, Timothy Baldwin:
A Chinese Dataset for Evaluating the Safeguards in Large Language Models. CoRR abs/2402.12193 (2024) - [i112]Tatsuki Kuribayashi, Ryo Ueda, Ryo Yoshida, Yohei Oseki, Ted Briscoe, Timothy Baldwin:
Emergent Word Order Universals from Cognitively-Motivated Language Models. CoRR abs/2402.12363 (2024) - [i111]Fajri Koto, Haonan Li, Sara Shatnawi, Jad Doughman, Abdelrahman Boda Sadallah, Aisha Alraeesi, Khalid Almubarak, Zaid Alyafeai, Neha Sengupta, Shady Shehata, Nizar Habash, Preslav Nakov, Timothy Baldwin:
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic. CoRR abs/2402.12840 (2024) - [i110]Sara Pieri, Sahal Shaji Mullappilly, Fahad Shahbaz Khan, Rao Muhammad Anwer, Salman H. Khan, Timothy Baldwin, Hisham Cholakkal:
BiMediX: Bilingual Medical Mixture of Experts LLM. CoRR abs/2402.13253 (2024) - [i109]Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin:
Eagle: Ethical Dataset Given from Real Interactions. CoRR abs/2402.14258 (2024) - [i108]Muhammad Maaz, Hanoona Abdul Rasheed, Abdelrahman M. Shaker, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Tim Baldwin, Michael Felsberg, Fahad Shahbaz Khan:
PALO: A Polyglot Large Multimodal Model for 5B People. CoRR abs/2402.14818 (2024) - [i107]Omkar Thawakar, Ashmal Vayani, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Michael Felsberg, Tim Baldwin, Eric P. Xing, Fahad Shahbaz Khan:
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT. CoRR abs/2402.16840 (2024) - [i106]Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov:
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. CoRR abs/2403.04696 (2024) - [i105]Masahiro Kaneko, Timothy Baldwin:
A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish. CoRR abs/2403.16139 (2024) - [i104]Lizhi Lin, Honglin Mu, Zenan Zhai, Minghan Wang, Yuxia Wang, Renxi Wang, Junjie Gao, Yixuan Zhang, Wanxiang Che, Timothy Baldwin, Xudong Han, Haonan Li:
Against The Achilles' Heel: A Survey on Red Teaming for Generative Models. CoRR abs/2404.00629 (2024) - [i103]Fajri Koto, Rahmad Mahendra, Nurul Aisyah, Timothy Baldwin:
IndoCulture: Exploring Geographically-Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces. CoRR abs/2404.01854 (2024) - [i102]Thinh Hung Truong, Yulia Otmakhova, Karin Verspoor, Trevor Cohn, Timothy Baldwin:
Revisiting subword tokenization: A case study on affixal negation in large language models. CoRR abs/2404.02421 (2024) - [i101]Rui Xing, Timothy Baldwin, Jey Han Lau:
Evaluating Transparency of Machine Generated Fact Checking Explanations. CoRR abs/2406.12645 (2024) - [i100]Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, Akim Tsvigun, Daniil Vasilev, Rui Xing, Abdelrahman Boda Sadallah, Lyudmila Rvanova, Sergey Petrakov, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov, Artem Shelmanov:
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. CoRR abs/2406.15627 (2024) - [i99]Sukmin Yun, 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:
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs. CoRR abs/2406.20098 (2024) - [i98]Gleb Kuzmin, Nemeesh Yadav, Ivan V. Smirnov, Timothy Baldwin, Artem Shelmanov:
Inference-Time Selective Debiasing. CoRR abs/2407.19345 (2024) - [i97]Kemal Kurniawan, Meladel Mistica, Timothy Baldwin, Jey Han Lau:
To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction. CoRR abs/2408.02257 (2024) - [i96]Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, Alexander Panchenko, Preslav Nakov, Timothy Baldwin, Maxim Panov, Artem Shelmanov:
Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models. CoRR abs/2408.10692 (2024) - [i95]Haonan Li, Xudong Han, Hao Wang, Yuxia Wang, Minghan Wang, Rui Xing, Yilin Geng, Zenan Zhai, Preslav Nakov, Timothy Baldwin:
Loki: An Open-Source Tool for Fact Verification. CoRR abs/2410.01794 (2024) - [i94]Renxi Wang, Xudong Han, Lei Ji, Shu Wang, Timothy Baldwin, Haonan Li:
ToolGen: Unified Tool Retrieval and Calling via Generation. CoRR abs/2410.03439 (2024) - [i93]Yasser Ashraf, Yuxia Wang, Bin Gu, Preslav Nakov, Timothy Baldwin:
Arabic Dataset for LLM Safeguard Evaluation. CoRR abs/2410.17040 (2024) - [i92]Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Sara Pieri, Saeed Yahya Alseiari, Shanavas Cholakkal, Khaled Aldahmani, Fahad Khan, Rao Muhammad Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal:
BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities. CoRR abs/2412.07769 (2024) - [i91]Haonan Li, Xudong Han, Zenan Zhai, Honglin Mu, Hao Wang, Zhenxuan Zhang, Yilin Geng, Shom Lin, Renxi Wang, Artem Shelmanov, Xiangyu Qi, Yuxia Wang, Donghai Hong, Youliang Yuan, Meng Chen, Haoqin Tu, Fajri Koto, Tatsuki Kuribayashi, Cong Zeng, Rishabh Bhardwaj, Bingchen Zhao, Yawen Duan, Yi Liu, Emad A. Alghamdi, Yaodong Yang, Yinpeng Dong, Soujanya Poria, Pengfei Liu, Zhengzhong Liu, Xuguang Ren, Eduard H. Hovy, Iryna Gurevych, Preslav Nakov, Monojit Choudhury, Timothy Baldwin:
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability. CoRR abs/2412.18551 (2024) - 2023
- [j37]Martin Saint-Jalmes, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin Goudey:
Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis. NeuroImage 278: 120279 (2023) - [j36]Yuxia Wang, Shimin Tao, Ning Xie, Hao Yang, Timothy Baldwin, Karin Verspoor:
Collective Human Opinions in Semantic Textual Similarity. Trans. Assoc. Comput. Linguistics 11: 997-1013 (2023) - [j35]Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin:
On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(3): 79:1-79:19 (2023) - [c305]Takashi Wada, Yuji Matsumoto, Timothy Baldwin, Jey Han Lau:
Unsupervised Paraphrasing of Multiword Expressions. ACL (Findings) 2023: 4732-4746 - [c304]Sayantan Dasgupta, Trevor Cohn, Timothy Baldwin:
Cost-effective Distillation of Large Language Models. ACL (Findings) 2023: 7346-7354 - [c303]Samuel Cahyawijaya, 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 D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti:
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. ACL (Findings) 2023: 13745-13818 - [c302]Simon Suster, Timothy Baldwin, Karin Verspoor:
Promoting Fairness in Classification of Quality of Medical Evidence. BioNLP@ACL 2023: 413-426 - [c301]Xudong Han, Timothy Baldwin, Trevor Cohn:
Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP. EACL 2023: 297-312 - [c300]Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov:
LM-Polygraph: Uncertainty Estimation for Language Models. EMNLP (Demos) 2023: 446-461 - [c299]Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann:
More than Votes? Voting and Language based Partisanship in the US Supreme Court. EMNLP (Findings) 2023: 4604-4614 - [c298]Yichen Huang, Timothy Baldwin:
Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks. EMNLP (Findings) 2023: 5126-5135 - [c297]Takashi Wada, Timothy Baldwin, Jey Han Lau:
Unsupervised Lexical Simplification with Context Augmentation. EMNLP (Findings) 2023: 9368-9379 - [c296]Fajri Koto, Nurul Aisyah, Haonan Li, Timothy Baldwin:
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU. EMNLP 2023: 12359-12374 - [c295]Xudong Han, Timothy Baldwin, Trevor Cohn:
Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation. ICLR 2023 - [c294]Haonan Li, Martin Tomko, Timothy Baldwin:
Location Aware Modular Biencoder for Tourism Question Answering. IJCNLP (Findings) 2023: 95-109 - [c293]Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann:
It's not only What You Say, It's also Who It's Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom. IJCNLP (2) 2023: 197-207 - [c292]Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko, Timothy Baldwin:
Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? IJCNLP (1) 2023: 744-770 - [c291]Thinh Hung Truong, Timothy Baldwin, Karin Verspoor, Trevor Cohn:
Language models are not naysayers: an analysis of language models on negation benchmarks. *SEM@ACL 2023: 101-114 - [i90]Xudong Han, Timothy Baldwin, Trevor Cohn:
Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP. CoRR abs/2302.05711 (2023) - [i89]Haonan Li, Fajri Koto, Minghao Wu, Alham Fikri Aji, Timothy Baldwin:
Bactrian-X : A Multilingual Replicable Instruction-Following Model with Low-Rank Adaptation. CoRR abs/2305.15011 (2023) - [i88]Takashi Wada, Yuji Matsumoto, Timothy Baldwin, Jey Han Lau:
Unsupervised Paraphrasing of Multiword Expressions. CoRR abs/2306.01443 (2023) - [i87]Thinh Hung Truong, Timothy Baldwin, Karin Verspoor, Trevor Cohn:
Language models are not naysayers: An analysis of language models on negation benchmarks. CoRR abs/2306.08189 (2023) - [i86]Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan, Timothy Baldwin:
CMMLU: Measuring massive multitask language understanding in Chinese. CoRR abs/2306.09212 (2023) - [i85]Yuxia Wang, Shimin Tao, Ning Xie, Hao Yang, Timothy Baldwin, Karin Verspoor:
Collective Human Opinions in Semantic Textual Similarity. CoRR abs/2308.04114 (2023) - [i84]Yuxia Wang, Haonan Li, Xudong Han, Preslav Nakov, Timothy Baldwin:
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs. CoRR abs/2308.13387 (2023) - [i83]Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, Satheesh Katipomu, Haonan Li, Fajri Koto, Osama Mohammed Afzal, Samta Kamboj, Onkar Pandit, Rahul Pal, Lalit Pradhan, Zain Muhammad Mujahid, Massa Baali, Alham Fikri Aji, Zhengzhong Liu, Andy Hock, Andrew Feldman, Jonathan Lee, Andrew Jackson, Preslav Nakov, Timothy Baldwin, Eric P. Xing:
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models. CoRR abs/2308.16149 (2023) - [i82]Gisela Vallejo, Timothy Baldwin, Lea Frermann:
Connecting the Dots in News Analysis: A Cross-Disciplinary Survey of Media Bias and Framing. CoRR abs/2309.08069 (2023) - [i81]Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych:
Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. CoRR abs/2309.08591 (2023) - [i80]Fajri Koto, Nurul Aisyah, Haonan Li, Timothy Baldwin:
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU. CoRR abs/2310.04928 (2023) - [i79]Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca Ciampaglia, David P. A. Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Y. Halevy, Eduard H. Hovy, Heng Ji, Filippo Menczer, Rubén Míguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma, Giovanni Zagni:
Factuality Challenges in the Era of Large Language Models. CoRR abs/2310.05189 (2023) - [i78]Takashi Wada, Timothy Baldwin, Jey Han Lau:
Unsupervised Lexical Simplification with Context Augmentation. CoRR abs/2311.00310 (2023) - [i77]Yichen Huang, Timothy Baldwin:
Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks. CoRR abs/2311.00508 (2023) - [i76]Jinrui Yang, Timothy Baldwin, Trevor Cohn:
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval. CoRR abs/2311.01870 (2023) - [i75]Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov, Kirill Fedyanin, Daniil Vasilev, Elizaveta Goncharova, Alexander Panchenko, Maxim Panov, Timothy Baldwin, Artem Shelmanov:
LM-Polygraph: Uncertainty Estimation for Language Models. CoRR abs/2311.07383 (2023) - [i74]Tatsuki Kuribayashi, Yohei Oseki, Timothy Baldwin:
Psychometric Predictive Power of Large Language Models. CoRR abs/2311.07484 (2023) - [i73]Zhengzhong Liu, 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, Xuguang Ren, Roberto Iriondo, Cun Mu, Zhiting Hu, Mark Schulze, Preslav Nakov, Tim Baldwin, Eric P. Xing:
LLM360: Towards Fully Transparent Open-Source LLMs. CoRR abs/2312.06550 (2023) - [i72]Timothy Baldwin, William Croft, Joakim Nivre, Agata Savary, Sara Stymne, Ekaterina Vylomova:
Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics (Dagstuhl Seminar 23191). Dagstuhl Reports 13(5): 22-70 (2023) - 2022
- [j34]Fajri Koto, Timothy Baldwin, Jey Han Lau:
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization. J. Artif. Intell. Res. 73 (2022) - [j33]Yuxia Wang, Daniel Beck, Karin Verspoor, Timothy Baldwin:
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression. Trans. Assoc. Comput. Linguistics 10: 680-696 (2022) - [c290]Bryn Jeffries, Timothy Baldwin, Marion Zalk:
Online Examinations in a Large Australian CS1 Course. ACE 2022: 20-26 - [c289]Biaoyan Fang, Timothy Baldwin, Karin Verspoor:
What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text. ACL (Findings) 2022: 3481-3495 - [c288]Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Jey Han Lau:
The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature. ACL (1) 2022: 5098-5111 - [c287]Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder:
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia. ACL (1) 2022: 7226-7249 - [c286]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor:
Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. CLEF 2022: 521-540 - [c285]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Kojiro Machi, Masaharu Yoshioka, Youngrok Jang, Hosung Song, Junho Lee, Gyeonghun Kim, Yireun Kim, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae, Darshini Mahendran, Christina Tang, Bridget T. McInnes, Timothy Baldwin, Karin Verspoor:
Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. CLEF (Working Notes) 2022: 758-781 - [c284]Yulia Otmakhova, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau:
LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation. SDP@COLING 2022: 181-187 - [c283]Fajri Koto, Timothy Baldwin, Jey Han Lau:
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization. COLING 2022: 3427-3437 - [c282]Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau:
Unsupervised Lexical Substitution with Decontextualised Embeddings. COLING 2022: 4172-4185 - [c281]Yuxia Wang, Timothy Baldwin, Karin Verspoor:
Noisy Label Regularisation for Textual Regression. COLING 2022: 4228-4240 - [c280]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zenan Zhai, Zubair Afzal, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. ECIR (2) 2022: 400-407 - [c279]Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn:
FairLib: A Unified Framework for Assessing and Improving Fairness. EMNLP (Demos) 2022: 60-71 - [c278]Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Antonio Jimeno-Yepes, Jey Han Lau:
M3: Multi-level dataset for Multi-document summarisation of Medical studies. EMNLP (Findings) 2022: 3887-3901 - [c277]Xudong Han, Timothy Baldwin, Trevor Cohn:
Balancing out Bias: Achieving Fairness Through Balanced Training. EMNLP 2022: 11335-11350 - [c276]Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Systematic Evaluation of Predictive Fairness. AACL/IJCNLP (1) 2022: 68-81 - [c275]Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Does Representational Fairness Imply Empirical Fairness? AACL/IJCNLP (Findings) 2022: 81-95 - [c274]Thinh Hung Truong, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey Han Lau, Karin Verspoor:
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation. AACL/IJCNLP (1) 2022: 883-894 - [c273]Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan:
CULG: Commercial Universal Language Generation. NAACL-HLT (Industry Papers) 2022: 112-120 - [c272]Haonan Li, Martin Tomko, Maria Vasardani, Timothy Baldwin:
MultiSpanQA: A Dataset for Multi-Span Question Answering. NAACL-HLT 2022: 1250-1260 - [c271]Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Optimising Equal Opportunity Fairness in Model Training. NAACL-HLT 2022: 4073-4084 - [c270]Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor:
Improving negation detection with negation-focused pre-training. NAACL-HLT 2022: 4188-4193 - [i71]Thinh Hung Truong, Yulia Otmakhova, Rahmad Mahendra, Timothy Baldwin, Jey Han Lau, Trevor Cohn, Lawrence Cavedon, Damiano Spina, Karin Verspoor:
ITTC @ TREC 2021 Clinical Trials Track. CoRR abs/2202.07858 (2022) - [i70]Xudong Han, Timothy Baldwin, Trevor Cohn:
Towards Equal Opportunity Fairness through Adversarial Learning. CoRR abs/2203.06317 (2022) - [i69]Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder:
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia. CoRR abs/2203.13357 (2022) - [i68]Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn:
fairlib: A Unified Framework for Assessing and Improving Classification Fairness. CoRR abs/2205.01876 (2022) - [i67]Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Optimising Equal Opportunity Fairness in Model Training. CoRR abs/2205.02393 (2022) - [i66]Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor:
Improving negation detection with negation-focused pre-training. CoRR abs/2205.04012 (2022) - [i65]Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau, Rico Sennrich, Sebastian Ruder:
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. CoRR abs/2205.15960 (2022) - [i64]Takashi Wada, Timothy Baldwin, Yuji Matsumoto, Jey Han Lau:
Unsupervised Lexical Substitution with Decontextualised Embeddings. CoRR abs/2209.08236 (2022) - [i63]Yulia Otmakhova, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau:
LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation. CoRR abs/2209.08698 (2022) - [i62]Thinh Hung Truong, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey Han Lau, Karin Verspoor:
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation. CoRR abs/2210.03256 (2022) - [i61]Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Systematic Evaluation of Predictive Fairness. CoRR abs/2210.08758 (2022) - [i60]Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Fajri Koto, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Ivan Halim Parmonangan, Ika Alfina, Muhammad Satrio Wicaksono, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Pascale Fung, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti:
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. CoRR abs/2212.09648 (2022) - 2021
- [j32]Stephan Winter, Timothy Baldwin, Martin Tomko, Jochen Renz, Werner Kuhn, Maria Vasardani:
Spatial concepts in the conversation with a computer. Commun. ACM 64(7): 82-88 (2021) - [j31]Jiayuan He, 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:
ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents. Frontiers Res. Metrics Anal. 6: 654438 (2021) - [j30]Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi:
Evaluating Document Coherence Modelling. Trans. Assoc. Comput. Linguistics 9: 621-640 (2021) - [c269]Xudong Han, Timothy Baldwin, Trevor Cohn:
Decoupling Adversarial Training for Fair NLP. ACL/IJCNLP (Findings) 2021: 471-477 - [c268]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Evaluating the Efficacy of Summarization Evaluation across Languages. ACL/IJCNLP (Findings) 2021: 801-812 - [c267]Meladel Mistica, Jey Han Lau, Brayden Merrifield, Kate Fazio, Timothy Baldwin:
Semi-automatic Triage of Requests for Free Legal Assistance. NLLP@EMNLP 2021: 217-227 - [c266]Wayan Oger Vihikan, Meladel Mistica, Inbar Levy, Andrew Christie, Timothy Baldwin:
Automatic Resolution of Domain Name Disputes. NLLP@EMNLP 2021: 228-238 - [c265]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor:
Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents. CLEF 2021: 292-307 - [c264]Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor:
Extended Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents. CLEF (Working Notes) 2021: 693-709 - [c263]Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin:
On the (In)Effectiveness of Images for Text Classification. EACL 2021: 42-48 - [c262]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Top-down Discourse Parsing via Sequence Labelling. EACL 2021: 715-726 - [c261]Biaoyan Fang, Christian Druckenbrodt, Saber A. Akhondi, Jiayuan He, Timothy Baldwin, Karin Verspoor:
ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain. EACL 2021: 1362-1375 - [c260]Xudong Han, Timothy Baldwin, Trevor Cohn:
Diverse Adversaries for Mitigating Bias in Training. EACL 2021: 2760-2765 - [c259]Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez:
Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research. ECIR (2) 2021: 559-564 - [c258]Jiayuan He, Biaoyan Fang, Hiyori Yoshikawa, Yuan Li, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents. ECIR (2) 2021: 608-615 - [c257]Shivashankar Subramanian, Afshin Rahimi, Timothy Baldwin, Trevor Cohn, Lea Frermann:
Fairness-aware Class Imbalanced Learning. EMNLP (1) 2021: 2045-2051 - [c256]Shivashankar Subramanian, Xudong Han, Timothy Baldwin, Trevor Cohn, Lea Frermann:
Evaluating Debiasing Techniques for Intersectional Biases. EMNLP (1) 2021: 2492-2498 - [c255]Haonan Li, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan:
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning. EMNLP (Findings) 2021: 2918-2928 - [c254]Anna Rogers, Timothy Baldwin, Kobi Leins:
'Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP. EMNLP (Findings) 2021: 4821-4833 - [c253]Fajri Koto, Jey Han Lau, Timothy Baldwin:
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization. EMNLP (1) 2021: 10660-10668 - [c252]Simon Suster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martinez Iraola, Yulia Otmakhova:
Impact of detecting clinical trial elements in exploration of COVID-19 literature. ICHI 2021: 495-496 - [c251]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism. NAACL-HLT 2021: 2167-2175 - [c250]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Discourse Probing of Pretrained Language Models. NAACL-HLT 2021: 3849-3864 - [c249]Aili Shen, Timothy Baldwin:
A Simple yet Effective Method for Sentence Ordering. SIGDIAL 2021: 154-160 - [c248]Hung-Thinh Truong, Yulia Otmakhova, Timothy Baldwin, Jey Han Lau, Trevor Cohn, Karin Verspoor, Rahmad Mahendra, Lawrence Cavedon, Damiano Spina:
ITTC @ TREC 2021 Clinical Trials Track. TREC 2021 - [e12]Wei Xu, Alan Ritter, Tim Baldwin, Afshin Rahimi:
Proceedings of the Seventh Workshop on Noisy User-generated Text, W-NUT 2021, Online, November 11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-90-9 [contents] - [i59]Xudong Han, Timothy Baldwin, Trevor Cohn:
Diverse Adversaries for Mitigating Bias in Training. CoRR abs/2101.10001 (2021) - [i58]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Top-down Discourse Parsing via Sequence Labelling. CoRR abs/2102.02080 (2021) - [i57]Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi:
Evaluating Document Coherence Modelling. CoRR abs/2103.10133 (2021) - [i56]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Discourse Probing of Pretrained Language Models. CoRR abs/2104.05882 (2021) - [i55]Simon Suster, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio Jimeno-Yepes, David Martínez, Yulia Otmakhova:
Impact of detecting clinical trial elements in exploration of COVID-19 literature. CoRR abs/2105.12261 (2021) - [i54]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Evaluating the Efficacy of Summarization Evaluation across Languages. CoRR abs/2106.01478 (2021) - [i53]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
Automatic Claim Review for Climate Science via Explanation Generation. CoRR abs/2107.14740 (2021) - [i52]Fajri Koto, Jey Han Lau, Timothy Baldwin:
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization. CoRR abs/2109.04607 (2021) - [i51]Anna Rogers, Tim Baldwin, Kobi Leins:
Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP. CoRR abs/2109.06598 (2021) - [i50]Haonan Li, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan:
KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning. CoRR abs/2109.06704 (2021) - [i49]Xudong Han, Timothy Baldwin, Trevor Cohn:
Balancing out Bias: Achieving Fairness Through Training Reweighting. CoRR abs/2109.08253 (2021) - [i48]Shivashankar Subramanian, Xudong Han, Timothy Baldwin, Trevor Cohn, Lea Frermann:
Evaluating Debiasing Techniques for Intersectional Biases. CoRR abs/2109.10441 (2021) - [i47]Shivashankar Subramanian, Afshin Rahimi, Timothy Baldwin, Trevor Cohn, Lea Frermann:
Fairness-aware Class Imbalanced Learning. CoRR abs/2109.10444 (2021) - [i46]Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Contrastive Learning for Fair Representations. CoRR abs/2109.10645 (2021) - [i45]Timothy Baldwin, William Croft, Joakim Nivre, Agata Savary:
Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics (Dagstuhl Seminar 21351). Dagstuhl Reports 11(7): 89-138 (2021) - 2020
- [j29]Aili Shen, Bahar Salehi, Jianzhong Qi, Timothy Baldwin:
A General Approach to Multimodal Document Quality Assessment. J. Artif. Intell. Res. 68: 607-632 (2020) - [c247]Bryn Jeffries, Timothy Baldwin, Marion Zalk, Ben Taylor:
Online Tutoring to Support Programming Exercises. ACE 2020: 56-65 - [c246]Kobi Leins, Jey Han Lau, Timothy Baldwin:
Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? ACL 2020: 2908-2913 - [c245]Nitika Mathur, Timothy Baldwin, Trevor Cohn:
Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics. ACL 2020: 4984-4997 - [c244]Yuxia Wang, Karin Verspoor, Timothy Baldwin:
Learning from Unlabelled Data for Clinical Semantic Textual Similarity. ClinicalNLP@EMNLP 2020: 227-233 - [c243]Yuxia Wang, Fei Liu, Karin Verspoor, Timothy Baldwin:
Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity. BioNLP 2020: 105-111 - [c242]Brian Hur, Timothy Baldwin, Karin Verspoor, Laura Hardefeldt, James Gilkerson:
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes. BioNLP 2020: 156-166 - [c241]Jiayuan He, 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:
Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. CLEF 2020: 237-254 - [c240]Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Jingqi Wang, Yuankai Ren, Zhi Zhang, Yaoyun Zhang, Mai Hoang Dao, Pedro Ruas, Andre Lamurias, Francisco M. Couto, Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro, Daniel M. Lowe, John Mayfield, Abdullatif Köksal, Hilal Dönmez, Elif Özkirimli, Arzucan Özgür, Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes, C. S. Malarkodi, Pattabhi Rk Rao, Sobha Lalitha Devi, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. CLEF (Working Notes) 2020 - [c239]Fajri Koto, Afshin Rahimi, Jey Han Lau, Timothy Baldwin:
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP. COLING 2020: 757-770 - [c238]Haonan Li, Maria Vasardani, Martin Tomko, Timothy Baldwin:
Target Word Masking for Location Metonymy Resolution. COLING 2020: 3696-3707 - [c237]Afshin Rahimi, Timothy Baldwin, Karin Verspoor:
WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking. COLING 2020: 5957-5962 - [c236]Dat Quoc Nguyen, Zenan Zhai, Hiyori Yoshikawa, Biaoyan Fang, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Saber A. Akhondi, Trevor Cohn, Timothy Baldwin, Karin Verspoor:
ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. ECIR (2) 2020: 572-579 - [c235]Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Simon Suster:
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration. NLP4COVID@EMNLP 2020 - [c234]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Liputan6: A Large-scale Indonesian Dataset for Text Summarization. AACL/IJCNLP 2020: 598-608 - [e11]Wei Xu, Alan Ritter, Tim Baldwin, Afshin Rahimi:
Proceedings of the Sixth Workshop on Noisy User-generated Text, W-NUT@EMNLP 2020 Online, November 19, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-76-7 [contents] - [i44]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
You are right. I am ALARMED - But by Climate Change Counter Movement. CoRR abs/2004.14907 (2020) - [i43]Afshin Rahimi, Timothy Baldwin, Karin Verspoor:
WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking. CoRR abs/2005.01281 (2020) - [i42]Kobi Leins, Jey Han Lau, Timothy Baldwin:
Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? CoRR abs/2005.13213 (2020) - [i41]Nitika Mathur, Tim Baldwin, Trevor Cohn:
Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics. CoRR abs/2006.06264 (2020) - [i40]Karin Verspoor, Simon Suster, Yulia Otmakhova, Shevon Mendis, Zenan Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes, David Martínez:
COVID-SEE: Scientific Evidence Explorer for COVID-19 Related Research. CoRR abs/2008.07880 (2020) - [i39]Takashi Wada, Tomoharu Iwata, Yuji Matsumoto, Timothy Baldwin, Jey Han Lau:
Learning Contextualised Cross-lingual Word Embeddings for Extremely Low-Resource Languages Using Parallel Corpora. CoRR abs/2010.14649 (2020) - [i38]Haonan Li, Maria Vasardani, Martin Tomko, Timothy Baldwin:
Target Word Masking for Location Metonymy Resolution. CoRR abs/2010.16097 (2020) - [i37]Fajri Koto, Afshin Rahimi, Jey Han Lau, Timothy Baldwin:
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP. CoRR abs/2011.00677 (2020) - [i36]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Liputan6: A Large-scale Indonesian Dataset for Text Summarization. CoRR abs/2011.00679 (2020) - [i35]Fajri Koto, Jey Han Lau, Timothy Baldwin:
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization. CoRR abs/2011.13662 (2020)
2010 – 2019
- 2019
- [j28]Tommi Jauhiainen, Marco Lui, Marcos Zampieri, Timothy Baldwin, Krister Lindén:
Automatic Language Identification in Texts: A Survey. J. Artif. Intell. Res. 65: 675-782 (2019) - [c233]Yitong Li, Timothy Baldwin, Trevor Cohn:
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference. ACL (1) 2019: 1923-1934 - [c232]Nitika Mathur, Timothy Baldwin, Trevor Cohn:
Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation. ACL (1) 2019: 2799-2808 - [c231]Qianji Di, Ekaterina Vylomova, Tim Baldwin:
Modelling Tibetan Verbal Morphology. ALTA 2019: 35-40 - [c230]Aili Shen, Bahar Salehi, Jianzhong Qi, Timothy Baldwin:
Feature-guided Neural Model Training for Supervised Document Representation Learning. ALTA 2019: 47-51 - [c229]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Improved Document Modelling with a Neural Discourse Parser. ALTA 2019: 67-76 - [c228]Gaurav Arora, Afshin Rahimi, Timothy Baldwin:
Does an LSTM forget more than a CNN? An empirical study of catastrophic forgetting in NLP. ALTA 2019: 77-86 - [c227]Hiyori Yoshikawa, Dat Quoc Nguyen, Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Timothy Baldwin, Karin Verspoor:
Detecting Chemical Reactions in Patents. ALTA 2019: 100-110 - [c226]Anirudh Joshi, Timothy Baldwin, Richard O. Sinnott, Cécile Paris:
Reevaluating Argument Component Extraction in Low Resource Settings. DeepLo@EMNLP-IJCNLP 2019: 219-224 - [c225]Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi, Timothy Baldwin:
Modelling Uncertainty in Collaborative Document Quality Assessment. W-NUT@EMNLP 2019: 191-201 - [c224]Bahar Salehi, Borhan Kazimipour, Timothy Baldwin:
Differences in language use: Insights from job and talent search. ADCS 2019: 3:1-3:4 - [c223]Ehsan Hamzei, Haonan Li, Maria Vasardani, Timothy Baldwin, Stephan Winter, Martin Tomko:
Place Questions and Human-Generated Answers: A Data Analysis Approach. AGILE Conference 2019: 3-19 - [c222]Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin:
Deep Ordinal Regression for Pledge Specificity Prediction. EMNLP/IJCNLP (1) 2019: 1729-1740 - [c221]Aili Shen, Bahar Salehi, Timothy Baldwin, Jianzhong Qi:
A Joint Model for Multimodal Document Quality Assessment. JCDL 2019: 107-110 - [c220]Ekaterina Vylomova, Ryan Cotterell, Trevor Cohn, Timothy Baldwin, Jason Eisner:
Contextualization of Morphological Inflection. NAACL-HLT (1) 2019: 2018-2024 - [c219]Haonan Li, Minghan Wang, Timothy Baldwin, Martin Tomko, Maria Vasardani:
UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution. SemEval@NAACL-HLT 2019: 1313-1318 - [c218]Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin:
Target Based Speech Act Classification in Political Campaign Text. *SEM@NAACL-HLT 2019: 273-282 - [e10]Wei Xu, Alan Ritter, Tim Baldwin, Afshin Rahimi:
Proceedings of the 5th Workshop on Noisy User-generated Text, W-NUT@EMNLP 2019, Hong Kong, China, November 4, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-84-0 [contents] - [e9]Timothy Baldwin, Marine Carpuat:
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019 - Tutorial Abstracts. Association for Computational Linguistics 2019 [contents] - [i34]Aili Shen, Bahar Salehi, Timothy Baldwin, Jianzhong Qi:
A Joint Model for Multimodal Document Quality Assessment. CoRR abs/1901.01010 (2019) - [i33]Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn, Jason Eisner:
Contextualization of Morphological Inflection. CoRR abs/1905.01420 (2019) - [i32]Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin:
Target Based Speech Act Classification in Political Campaign Text. CoRR abs/1905.07856 (2019) - [i31]Yitong Li, Timothy Baldwin, Trevor Cohn:
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference. CoRR abs/1906.02897 (2019) - [i30]Jingyuan Zhang, Timothy Baldwin:
Evaluating the Utility of Document Embedding Vector Difference for Relation Learning. CoRR abs/1907.08184 (2019) - [i29]Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin:
Deep Ordinal Regression for Pledge Specificity Prediction. CoRR abs/1909.00187 (2019) - [i28]Fajri Koto, Jey Han Lau, Timothy Baldwin:
Improved Document Modelling with a Neural Discourse Parser. CoRR abs/1911.06919 (2019) - [i27]Preslav Nakov, Doris Hoogeveen, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak, Timothy Baldwin, Karin Verspoor:
SemEval-2017 Task 3: Community Question Answering. CoRR abs/1912.00730 (2019) - 2018
- [j27]Doris Hoogeveen, Li Wang, Timothy Baldwin, Karin M. Verspoor:
Web Forum Retrieval and Text Analytics: A Survey. Found. Trends Inf. Retr. 12(1): 1-163 (2018) - [j26]Kareem Darwish, Walid Magdy, Afshin Rahimi, Timothy Baldwin, Norah Abokhodair:
Predicting Online Islamophobic Behavior after #ParisAttacks. J. Web Sci. 4(3): 34-52 (2018) - [c217]Yitong Li, Timothy Baldwin, Trevor Cohn:
Towards Robust and Privacy-preserving Text Representations. ACL (2) 2018: 25-30 - [c216]Shivashankar Subramanian, Timothy Baldwin, Trevor Cohn:
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model. ACL (2) 2018: 182-188 - [c215]Fei Liu, Trevor Cohn, Timothy Baldwin:
Narrative Modeling with Memory Chains and Semantic Supervision. ACL (2) 2018: 278-284 - [c214]Jey Han Lau, Trevor Cohn, Timothy Baldwin, Julian Brooke, Adam Hammond:
Deep-speare: A joint neural model of poetic language, meter and rhyme. ACL (1) 2018: 1948-1958 - [c213]Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
Semi-supervised User Geolocation via Graph Convolutional Networks. ACL (1) 2018: 2009-2019 - [c212]Navnita Nandakumar, Bahar Salehi, Timothy Baldwin:
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions. ALTA 2018: 71-76 - [c211]Nitika Mathur, Timothy Baldwin, Trevor Cohn:
Towards Efficient Machine Translation Evaluation by Modelling Annotators. ALTA 2018: 77-82 - [c210]Taro Miyazaki, Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
Twitter Geolocation using Knowledge-Based Methods. NUT@EMNLP 2018: 7-16 - [c209]Steven Xu, Andrew Bennett, Doris Hoogeveen, Jey Han Lau, Timothy Baldwin:
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata. NUT@EMNLP 2018: 137-147 - [c208]Zhe Ye, Fang Li, Timothy Baldwin:
Encoding Sentiment Information into Word Vectors for Sentiment Analysis. COLING 2018: 997-1007 - [c207]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
Topic Intrusion for Automatic Topic Model Evaluation. EMNLP 2018: 844-849 - [c206]Bahar Salehi, Fei Liu, Timothy Baldwin, Wilson Wong:
Multitask Learning for Query Segmentation in Job Search. ICTIR 2018: 179-182 - [c205]Doris Hoogeveen, Andrew Bennett, Yitong Li, Karin M. Verspoor, Timothy Baldwin:
Detecting Misflagged Duplicate Questions in Community Question-Answering Archives. ICWSM 2018: 112-120 - [c204]Damiano Spina, Maria Maistro, Yongli Ren, Sargol Sadeghi, Wilson Wong, Timothy Baldwin, Lawrence Cavedon, Alistair Moffat, Mark Sanderson, Falk Scholer, Justin Zobel:
A Preliminary Comparison of Job, Talent, and Web Search. IIR 2018 - [c203]Fei Liu, Trevor Cohn, Timothy Baldwin:
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis. NAACL-HLT (2) 2018: 278-283 - [c202]Yitong Li, Timothy Baldwin, Trevor Cohn:
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training. NAACL-HLT (2) 2018: 474-479 - [c201]Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin:
Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis. NAACL-HLT 2018: 1964-1974 - [c200]Anirudh Joshi, Tim Baldwin, Richard O. Sinnott, Cécile Paris:
UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing. SemEval@NAACL-HLT 2018: 1124-1128 - [c199]Bahar Salehi, Damiano Spina, Alistair Moffat, Sargol Sadeghi, Falk Scholer, Timothy Baldwin, Lawrence Cavedon, Mark Sanderson, Wilson Wong, Justin Zobel:
A Living Lab Study of Query Amendment in Job Search. SIGIR 2018: 905-908 - [c198]Timothy Baldwin:
Language and the Shifting Sands of Domain, Space and Time (Invited Talk). VarDial@COLING 2018 2018: 76 - [c197]James Breen, Timothy Baldwin, Francis Bond:
The Company They Keep: Extracting Japanese Neologisms Using Language Patterns. GWC 2018: 163-171 - [e8]Wei Xu, Alan Ritter, Tim Baldwin, Afshin Rahimi:
Proceedings of the 4th Workshop on Noisy User-generated Text, NUT@EMNLP 2018, Brussels, Belgium, November 1, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-79-7 [contents] - [i26]Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
Semi-supervised User Geolocation via Graph Convolutional Networks. CoRR abs/1804.08049 (2018) - [i25]Tommi Jauhiainen, Marco Lui, Marcos Zampieri, Timothy Baldwin, Krister Lindén:
Automatic Language Identification in Texts: A Survey. CoRR abs/1804.08186 (2018) - [i24]Fei Liu, Trevor Cohn, Timothy Baldwin:
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis. CoRR abs/1804.11019 (2018) - [i23]Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin:
Hierarchical Structured Model for Fine-to-coarse Manifesto Text Analysis. CoRR abs/1805.02823 (2018) - [i22]Yitong Li, Timothy Baldwin, Trevor Cohn:
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training. CoRR abs/1805.06088 (2018) - [i21]Yitong Li, Timothy Baldwin, Trevor Cohn:
Towards Robust and Privacy-preserving Text Representations. CoRR abs/1805.06093 (2018) - [i20]Fei Liu, Trevor Cohn, Timothy Baldwin:
Narrative Modeling with Memory Chains and Semantic Supervision. CoRR abs/1805.06122 (2018) - [i19]Shivashankar Subramanian, Timothy Baldwin, Trevor Cohn:
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model. CoRR abs/1805.06566 (2018) - [i18]Jey Han Lau, Trevor Cohn, Timothy Baldwin, Julian Brooke, Adam Hammond:
Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. CoRR abs/1807.03491 (2018) - 2017
- [j25]Nikolaos Aletras, Timothy Baldwin, Jey Han Lau, Mark Stevenson:
Evaluating topic representations for exploring document collections. J. Assoc. Inf. Sci. Technol. 68(1): 154-167 (2017) - [j24]Yvette Graham, Timothy Baldwin, Alistair Moffat, Justin Zobel:
Can machine translation systems be evaluated by the crowd alone. Nat. Lang. Eng. 23(1): 3-30 (2017) - [j23]Julian Brooke, Jan Snajder, Timothy Baldwin:
Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice. Trans. Assoc. Comput. Linguistics 5: 455-470 (2017) - [c196]Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
A Neural Model for User Geolocation and Lexical Dialectology. ACL (2) 2017: 209-216 - [c195]Jey Han Lau, Timothy Baldwin, Trevor Cohn:
Topically Driven Neural Language Model. ACL (1) 2017: 355-365 - [c194]Fei Liu, Trevor Cohn, Timothy Baldwin:
Improving End-to-End Memory Networks with Unified Weight Tying. ALTA 2017: 16-24 - [c193]Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin, Julian Brooke:
Joint Sentence-Document Model for Manifesto Text Analysis. ALTA 2017: 25-33 - [c192]Aili Shen, Jianzhong Qi, Timothy Baldwin:
A Hybrid Model for Quality Assessment of Wikipedia Articles. ALTA 2017: 43-52 - [c191]Katherine Cheng, Timothy Baldwin, Karin Verspoor:
Automatic Negation and Speculation Detection in Veterinary Clinical Text. ALTA 2017: 70-78 - [c190]Ying Xu, Jey Han Lau, Timothy Baldwin, Trevor Cohn:
Decoupling Encoder and Decoder Networks for Abstractive Document Summarization. MultiLing@EACL 2017: 7-11 - [c189]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
An Automatic Approach for Document-level Topic Model Evaluation. CoNLL 2017: 206-215 - [c188]Yitong Li, Trevor Cohn, Timothy Baldwin:
Robust Training under Linguistic Adversity. EACL (2) 2017: 21-27 - [c187]Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn:
Context-Aware Prediction of Derivational Word-forms. EACL (2) 2017: 118-124 - [c186]Yvette Graham, Qingsong Ma, Timothy Baldwin, Qun Liu, Carla Parra Escartín, Carolina Scarton:
Improving Evaluation of Document-level Machine Translation Quality Estimation. EACL (2) 2017: 356-361 - [c185]Ionut Sorodoc, Jey Han Lau, Nikolaos Aletras, Timothy Baldwin:
Multimodal Topic Labelling. EACL (2) 2017: 701-706 - [c184]Viet Nguyen, Julian Brooke, Timothy Baldwin:
Sub-character Neural Language Modelling in Japanese. SWCN@EMNLP 2017: 148-153 - [c183]Afshin Rahimi, Timothy Baldwin, Trevor Cohn:
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks. EMNLP 2017: 167-176 - [c182]Qingsong Ma, Yvette Graham, Timothy Baldwin, Qun Liu:
Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation. EMNLP 2017: 2476-2485 - [c181]Nitika Mathur, Timothy Baldwin, Trevor Cohn:
Sequence Effects in Crowdsourced Annotations. EMNLP 2017: 2860-2865 - [c180]Fei Liu, Timothy Baldwin, Trevor Cohn:
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields. IJCNLP(1) 2017: 555-565 - [c179]King Chan, Julian Brooke, Timothy Baldwin:
Semi-Automated Resolution of Inconsistency for a Harmonized Multiword Expression and Dependency Parse Annotation. MWE@EACL 2017: 187-193 - [c178]Preslav Nakov, Doris Hoogeveen, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak, Timothy Baldwin, Karin Verspoor:
SemEval-2017 Task 3: Community Question Answering. SemEval@ACL 2017: 27-48 - [c177]Damiano Spina, Maria Maistro, Yongli Ren, Sargol Sadeghi, Wilson Wong, Timothy Baldwin, Lawrence Cavedon, Alistair Moffat, Mark Sanderson, Falk Scholer, Justin Zobel:
Understanding User Behavior in Job and Talent Search: An Initial Investigation. eCOM@SIGIR 2017 - [c176]Shivashankar Subramanian, Timothy Baldwin, Julian Brooke, Trevor Cohn:
Pairwise Webpage Coreference Classification Using Distant Supervision. WWW (Companion Volume) 2017: 841-842 - [e7]Leon Derczynski, Wei Xu, Alan Ritter, Tim Baldwin:
Proceedings of the 3rd Workshop on Noisy User-generated Text, NUT@EMNLP 2017, Copenhagen, Denmark, September 7, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-94-4 [contents] - [i17]Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn:
Context-Aware Prediction of Derivational Word-forms. CoRR abs/1702.06675 (2017) - [i16]Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
A Neural Model for User Geolocation and Lexical Dialectology. CoRR abs/1704.04008 (2017) - [i15]Jey Han Lau, Timothy Baldwin, Trevor Cohn:
Topically Driven Neural Language Model. CoRR abs/1704.08012 (2017) - [i14]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
An Automatic Approach for Document-level Topic Model Evaluation. CoRR abs/1706.05140 (2017) - [i13]Afshin Rahimi, Timothy Baldwin, Trevor Cohn:
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks. CoRR abs/1708.04358 (2017) - [i12]Fei Liu, Timothy Baldwin, Trevor Cohn:
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields. CoRR abs/1709.03637 (2017) - 2016
- [c175]Andrew Bennett, Timothy Baldwin, Jey Han Lau, Diana McCarthy, Francis Bond:
LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning. ACL (1) 2016 - [c174]Julian Brooke, Adam Hammond, Timothy Baldwin:
Bootstrapped Text-level Named Entity Recognition for Literature. ACL (2) 2016 - [c173]Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
pigeo: A Python Geotagging Tool. ACL (System Demonstrations) 2016: 127-132 - [c172]Ekaterina Vylomova, Laura Rimell, Trevor Cohn, Timothy Baldwin:
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning. ACL (1) 2016 - [c171]Bo Han, Afshin Rahimi, Leon Derczynski, Timothy Baldwin:
Twitter Geolocation Prediction Shared Task of the 2016 Workshop on Noisy User-generated Text. NUT@COLING 2016: 213-217 - [c170]Bahar Salehi, Paul Cook, Timothy Baldwin:
Determining the Multiword Expression Inventory of a Surprise Language. COLING 2016: 471-481 - [c169]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
Automatic Labelling of Topics with Neural Embeddings. COLING 2016: 953-963 - [c168]Yvette Graham, Timothy Baldwin, Meghan Dowling, Maria Eskevich, Teresa Lynn, Lamia Tounsi:
Is all that Glitters in Machine Translation Quality Estimation really Gold? COLING 2016: 3124-3134 - [c167]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin:
Named Entity Recognition for Novel Types by Transfer Learning. EMNLP 2016: 899-905 - [c166]Yitong Li, Trevor Cohn, Timothy Baldwin:
Learning Robust Representations of Text. EMNLP 2016: 1979-1985 - [c165]Richard Fothergill, Paul Cook, Timothy Baldwin:
Evaluating a Topic Modelling Approach to Measuring Corpus Similarity. LREC 2016 - [c164]Jey Han Lau, Timothy Baldwin:
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality. HLT-NAACL 2016: 483-487 - [c163]Jey Han Lau, Timothy Baldwin:
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. Rep4NLP@ACL 2016: 78-86 - [c162]Steven Xu, Huizhi Liang, Timothy Baldwin:
UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification. SemEval@NAACL-HLT 2016: 183-189 - [c161]Timothy Baldwin, Huizhi Liang, Bahar Salehi, Doris Hoogeveen, Yitong Li, Long Duong:
UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures. SemEval@NAACL-HLT 2016: 851-856 - [c160]Andreas Scherbakov, Ekaterina Vylomova, Fei Liu, Timothy Baldwin:
VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase). SemEval@NAACL-HLT 2016: 946-952 - [c159]Julian Brooke, Alexandra L. Uitdenbogerd, Timothy Baldwin:
Melbourne at SemEval 2016 Task 11: Classifying Type-level Word Complexity using Random Forests with Corpus and Word List Features. SemEval@NAACL-HLT 2016: 975-981 - [c158]Fei Liu, Alistair Moffat, Timothy Baldwin, Xiuzhen Zhang:
Quit While Ahead: Evaluating Truncated Rankings. SIGIR 2016: 953-956 - [c157]Walid Magdy, Kareem Darwish, Norah Abokhodair, Afshin Rahimi, Timothy Baldwin:
#ISISisNotIslam or #DeportAllMuslims?: predicting unspoken views. WebSci 2016: 95-106 - [e6]Bo Han, Alan Ritter, Leon Derczynski, Wei Xu, Tim Baldwin:
Proceedings of the 2nd Workshop on Noisy User-generated Text, NUT@COLING 2016, Osaka, Japan, December 11, 2016. The COLING 2016 Organizing Committee 2016 [contents] - [i11]Andreas Scherbakov, Ekaterina Vylomova, Fei Liu, Timothy Baldwin:
From Incremental Meaning to Semantic Unit (phrase by phrase). CoRR abs/1604.04873 (2016) - [i10]Jey Han Lau, Timothy Baldwin:
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. CoRR abs/1607.05368 (2016) - [i9]Yitong Li, Trevor Cohn, Timothy Baldwin:
Learning Robust Representations of Text. CoRR abs/1609.06082 (2016) - [i8]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin:
Named Entity Recognition for Novel Types by Transfer Learning. CoRR abs/1610.09914 (2016) - [i7]Shraey Bhatia, Jey Han Lau, Timothy Baldwin:
Automatic Labelling of Topics with Neural Embeddings. CoRR abs/1612.05340 (2016) - 2015
- [j22]Ned Letcher, Rebecca Dridan, Timothy Baldwin:
gDelta: a missing link in the grammar engineering toolchain. Lang. Resour. Evaluation 49(1): 51-75 (2015) - [c156]Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
Twitter User Geolocation Using a Unified Text and Network Prediction Model. ACL (2) 2015: 630-636 - [c155]Julio Cesar Salinas Alvarado, Karin Verspoor, Timothy Baldwin:
Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment. ALTA 2015: 84-90 - [c154]Joel Nothman, Atif Ahmad, Christoph F. Breidbach, David Malet, Timothy Baldwin:
Understanding engagement with insurgents through retweet rhetoric. ALTA 2015: 122-127 - [c153]Timothy Baldwin, Marie-Catherine de Marneffe, Bo Han, Young-Bum Kim, Alan Ritter, Wei Xu:
Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition. NUT@IJCNLP 2015: 126-135 - [c152]Doris Hoogeveen, Karin M. Verspoor, Timothy Baldwin:
CQADupStack: A Benchmark Data Set for Community Question-Answering Research. ADCS 2015: 3:1-3:8 - [c151]Wanqiu Kou, Fang Li, Timothy Baldwin:
Automatic Labelling of Topic Models Using Word Vectors and Letter Trigram Vectors. AIRS 2015: 253-264 - [c150]Huizhi Liang, Timothy Baldwin:
A Probabilistic Rating Auto-encoder for Personalized Recommender Systems. CIKM 2015: 1863-1866 - [c149]Nikolaos Aletras, Jey Han Lau, Timothy Baldwin, Mark Stevenson:
TM 2015 - Topic Models: Post-Processing and Applications Workshop. CIKM 2015: 1953-1954 - [c148]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin:
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks. CoNLL 2015: 83-93 - [c147]André Dittrich, Maria Vasardani, Stephan Winter, Timothy Baldwin, Fei Liu:
A Classification Schema for Fast Disambiguation of Spatial Prepositions. IWGS 2015: 78-86 - [c146]Bahar Salehi, Nitika Mathur, Paul Cook, Timothy Baldwin:
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation. MWE@NAACL-HLT 2015: 54-59 - [c145]Bahar Salehi, Paul Cook, Timothy Baldwin:
A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions. HLT-NAACL 2015: 977-983 - [c144]Yvette Graham, Timothy Baldwin, Nitika Mathur:
Accurate Evaluation of Segment-level Machine Translation Metrics. HLT-NAACL 2015: 1183-1191 - [c143]Afshin Rahimi, Duy Vu, Trevor Cohn, Timothy Baldwin:
Exploiting Text and Network Context for Geolocation of Social Media Users. HLT-NAACL 2015: 1362-1367 - [c142]Huizhi Liang, Richard Fothergill, Timothy Baldwin:
RoseMerry: A Baseline Message-level Sentiment Classification System. SemEval@NAACL-HLT 2015: 551-555 - [c141]Clint Burford, Steven Bird, Timothy Baldwin:
Collective Document Classification with Implicit Inter-document Semantic Relationships. *SEM@NAACL-HLT 2015: 106-116 - [e5]Nikolaos Aletras, Jey Han Lau, Timothy Baldwin, Mark Stevenson:
Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, TM 2015, Melbourne, Australia, October 19, 2015. ACM 2015, ISBN 978-1-4503-3784-7 [contents] - [e4]Michael Roth, Annie Louis, Bonnie L. Webber, Timothy Baldwin:
Proceedings of the First Workshop on Linking Computational Models of Lexical, Sentential and Discourse-level Semantics, LSDSem@EMNLP 2015, Lisbon, Portugal, September 18, 2015. Association for Computational Linguistics 2015, ISBN 978-1-941643-32-7 [contents] - [i6]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin:
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks. CoRR abs/1504.05319 (2015) - [i5]Afshin Rahimi, Duy Vu, Trevor Cohn, Timothy Baldwin:
Exploiting Text and Network Context for Geolocation of Social Media Users. CoRR abs/1506.04803 (2015) - [i4]Afshin Rahimi, Trevor Cohn, Timothy Baldwin:
Twitter User Geolocation Using a Unified Text and Network Prediction Model. CoRR abs/1506.08259 (2015) - [i3]Ekaterina Vylomova, Laura Rimell, Trevor Cohn, Timothy Baldwin:
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning. CoRR abs/1509.01692 (2015) - 2014
- [j21]Bo Han, Paul Cook, Timothy Baldwin:
Text-Based Twitter User Geolocation Prediction. J. Artif. Intell. Res. 49: 451-500 (2014) - [j20]Marco Lui, Jey Han Lau, Timothy Baldwin:
Automatic Detection and Language Identification of Multilingual Documents. Trans. Assoc. Comput. Linguistics 2: 27-40 (2014) - [c140]Gintare Grigonyte, Timothy Baldwin:
Automatic Detection of Multilingual Dictionaries on the Web. ACL (2) 2014: 93-98 - [c139]Jey Han Lau, Paul Cook, Diana McCarthy, Spandana Gella, Timothy Baldwin:
Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models. ACL (1) 2014: 259-270 - [c138]Paul Cook, Jey Han Lau, Diana McCarthy, Timothy Baldwin:
Novel Word-sense Identification. COLING 2014: 1624-1635 - [c137]Spandana Gella, Paul Cook, Timothy Baldwin:
One Sense per Tweeter ... and Other Lexical Semantic Tales of Twitter. EACL 2014: 215-220 - [c136]Yvette Graham, Timothy Baldwin, Alistair Moffat, Justin Zobel:
Is Machine Translation Getting Better over Time? EACL 2014: 443-451 - [c135]Bahar Salehi, Paul Cook, Timothy Baldwin:
Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality. EACL 2014: 472-481 - [c134]Jey Han Lau, David Newman, Timothy Baldwin:
Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality. EACL 2014: 530-539 - [c133]Yvette Graham, Timothy Baldwin:
Testing for Significance of Increased Correlation with Human Judgment. EMNLP 2014: 172-176 - [c132]Bahar Salehi, Paul Cook, Timothy Baldwin:
Detecting Non-compositional MWE Components using Wiktionary. EMNLP 2014: 1792-1797 - [c131]Jan Oliver Wallgrün, Alexander Klippel, Timothy Baldwin:
Building a corpus of spatial relational expressions extracted from web documents. GIR 2014: 6:1-6:8 - [c130]Nikolaos Aletras, Timothy Baldwin, Jey Han Lau, Mark Stevenson:
Representing topics labels for exploring digital libraries. JCDL 2014: 239-248 - [c129]Fei Liu, Maria Vasardani, Timothy Baldwin:
Automatic Identification of Locative Expressions from Social Media Text: A Comparative Analysis. LocWeb 2014: 9-16 - [c128]Igor Tytyk, Timothy Baldwin:
Automatic Zoom Level Prediction for Informal Location Descriptions. LocWeb 2014: 37-40 - [c127]Marco Lui, Ned Letcher, Oliver Adams, Long Duong, Paul Cook, Timothy Baldwin:
Exploring Methods and Resources for Discriminating Similar Languages. VarDial@COLING 2014: 129-138 - [c126]Yvette Graham, Nitika Mathur, Timothy Baldwin:
Randomized Significance Tests in Machine Translation. WMT@ACL 2014: 266-274 - 2013
- [j19]Su Nam Kim, Olena Medelyan, Min-Yen Kan, Timothy Baldwin:
Automatic keyphrase extraction from scientific articles. Lang. Resour. Evaluation 47(3): 723-742 (2013) - [j18]Su Nam Kim, Timothy Baldwin:
A lexical semantic approach to interpreting and bracketing English noun compounds. Nat. Lang. Eng. 19(3): 385-407 (2013) - [j17]Bo Han, Paul Cook, Timothy Baldwin:
Lexical normalization for social media text. ACM Trans. Intell. Syst. Technol. 4(1): 5:1-5:27 (2013) - [j16]Su Nam Kim, Timothy Baldwin:
Word sense and semantic relations in noun compounds. ACM Trans. Speech Lang. Process. 10(3): 9:1-9:17 (2013) - [j15]Jey Han Lau, Timothy Baldwin, David Newman:
On collocations and topic models. ACM Trans. Speech Lang. Process. 10(3): 10:1-10:14 (2013) - [c125]Bo Han, Paul Cook, Timothy Baldwin:
A Stacking-based Approach to Twitter User Geolocation Prediction. ACL (Conference System Demonstrations) 2013: 7-12 - [c124]Yvette Graham, Timothy Baldwin, Alistair Moffat, Justin Zobel:
Crowd-Sourcing of Human Judgments of Machine Translation Fluency. ALTA 2013: 16-24 - [c123]Jared Willett, David Martínez, James Angus Webb, Timothy Baldwin:
Automatic Climate Classification of Environmental Science Literature. ALTA 2013: 123-130 - [c122]Yvette Graham, Timothy Baldwin, Alistair Moffat, Justin Zobel:
Continuous Measurement Scales in Human Evaluation of Machine Translation. LAW@ACL 2013: 33-41 - [c121]Li Wang, Su Nam Kim, Timothy Baldwin:
The Utility of Discourse Structure in Forum Thread Retrieval. AIRS 2013: 284-295 - [c120]Timothy Baldwin, Paul Cook, Marco Lui, Andrew MacKinlay, Li Wang:
How Noisy Social Media Text, How Diffrnt Social Media Sources? IJCNLP 2013: 356-364 - [c119]Meladel Mistica, Jey Han Lau, Timothy Baldwin:
Unsupervised Word Class Induction for Under-resourced Languages: A Case Study on Indonesian. IJCNLP 2013: 685-691 - [c118]Yvette Graham, Bahar Salehi, Timothy Baldwin:
Umelb: Cross-lingual Textual Entailment with Word Alignment and String Similarity Features. SemEval@NAACL-HLT 2013: 133-137 - [c117]Jey Han Lau, Paul Cook, Timothy Baldwin:
unimelb: Topic Modelling-based Word Sense Induction for Web Snippet Clustering. SemEval@NAACL-HLT 2013: 217-221 - [c116]Jey Han Lau, Paul Cook, Timothy Baldwin:
unimelb: Topic Modelling-based Word Sense Induction. SemEval@NAACL-HLT 2013: 307-311 - [c115]Bo Han, Paul Cook, Timothy Baldwin:
unimelb: Spanish Text Normalisation. Tweet-Norm@SEPLN 2013: 32-36 - [c114]Spandana Gella, Bahar Salehi, Marco Lui, Karl Grieser, Paul Cook, Timothy Baldwin:
UniMelb_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity. *SEM@NAACL-HLT 2013: 207-215 - [e3]Mona T. Diab, Timothy Baldwin, Marco Baroni:
Proceedings of the 7th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013. The Association for Computer Linguistics 2013, ISBN 978-1-937284-49-7 [contents] - [e2]Mona T. Diab, Timothy Baldwin, Marco Baroni:
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, *SEM 2013, June 13-14, 2013, Atlanta, Georgia, USA. Association for Computational Linguistics 2013, ISBN 978-1-937284-48-0 [contents] - 2012
- [j14]Andrew MacKinlay, David Martínez, Timothy Baldwin:
Detecting modification of biomedical events using a deep parsing approach. BMC Medical Informatics Decis. Mak. 12(S-1): S4 (2012) - [c113]Marco Lui, Timothy Baldwin:
langid.py: An Off-the-shelf Language Identification Tool. ACL (System Demonstrations) 2012: 25-30 - [c112]Marco Lui, Timothy Baldwin, Diana McCarthy:
Unsupervised Estimation of Word Usage Similarity. ALTA 2012: 33-41 - [c111]James Breen, Timothy Baldwin, Francis Bond:
Segmentation and Translation of Japanese Multi-word Loanwords. ALTA 2012: 61-69 - [c110]Yvette Graham, Timothy Baldwin, Aaron Harwood, Alistair Moffat, Justin Zobel:
Measurement of Progress in Machine Translation. ALTA 2012: 70-78 - [c109]Jared Willett, Timothy Baldwin, David Martínez, James Angus Webb:
Classification of Study Region in Environmental Science Abstracts. ALTA 2012: 118-122 - [c108]Bo Han, Paul Cook, Timothy Baldwin:
Geolocation Prediction in Social Media Data by Finding Location Indicative Words. COLING 2012: 1045-1062 - [c107]Jey Han Lau, Nigel Collier, Timothy Baldwin:
On-line Trend Analysis with Topic Models: \#twitter Trends Detection Topic Model Online. COLING 2012: 1519-1534 - [c106]David Newman, Nagendra Koilada, Jey Han Lau, Timothy Baldwin:
Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction. COLING 2012: 2077-2092 - [c105]Li Wang, Su Nam Kim, Timothy Baldwin:
The Utility of Discourse Structure in Identifying Resolved Threads in Technical User Forums. COLING 2012: 2739-2756 - [c104]Timothy Baldwin, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera, Masud Moshtaghi:
A Support Platform for Event Detection using Social Intelligence. EACL 2012: 69-72 - [c103]Jey Han Lau, Paul Cook, Diana McCarthy, David Newman, Timothy Baldwin:
Word Sense Induction for Novel Sense Detection. EACL 2012: 591-601 - [c102]Bo Han, Paul Cook, Timothy Baldwin:
Automatically Constructing a Normalisation Dictionary for Microblogs. EMNLP-CoNLL 2012: 421-432 - [c101]Jeremy Nicholson, Trevor Cohn, Timothy Baldwin:
Evaluating a Morphological Analyser of Inuktitut. HLT-NAACL 2012: 372-376 - [c100]Timothy Baldwin:
Social Media: Friend or Foe of Natural Language Processing? PACLIC 2012: 58-59 - [c99]Su Nam Kim, Timothy Baldwin:
Extracting Keywords from Multi-party Live Chats. PACLIC 2012: 199-208 - [c98]Su Nam Kim, Lawrence Cavedon, Timothy Baldwin:
Classifying Dialogue Acts in Multi-party Live Chats. PACLIC 2012: 463-472 - [c97]Jeremy Nicholson, Rachel Nordlinger, Timothy Baldwin:
Deep Lexical Acquisition of Type Properties in Low-resource Languages: A Case Study in Wambaya. PACLIC 2012: 481-490 - [c96]Richard Fothergill, Timothy Baldwin:
Combining resources for MWE-token classification. *SEM@NAACL-HLT 2012: 100-104 - [c95]Andrew MacKinlay, Rebecca Dridan, Diana McCarthy, Timothy Baldwin:
The Effects of Semantic Annotations on Precision Parse Ranking. *SEM@NAACL-HLT 2012: 228-236 - [p1]Yang Liao, Masud Moshtaghi, Bo Han, Shanika Karunasekera, Ramamohanarao Kotagiri, Timothy Baldwin, Aaron Harwood, Philippa E. Pattison:
Mining Micro-blogs: Opportunities and Challenges. Computational Social Networks 2012: 129-159 - 2011
- [j13]David Martínez, Timothy Baldwin:
Word sense disambiguation for event trigger word detection in biomedicine. BMC Bioinform. 12(S-2): S4 (2011) - [j12]Karl Grieser, Timothy Baldwin, Fabian Bohnert, Liz Sonenberg:
Using ontological and document similarity to estimate museum exhibit relatedness. ACM Journal on Computing and Cultural Heritage 3(3): 10:1-10:20 (2011) - [c94]Tara McIntosh, Lars Yencken, James R. Curran, Timothy Baldwin:
Relation Guided Bootstrapping of Semantic Lexicons. ACL (2) 2011: 266-270 - [c93]Bo Han, Timothy Baldwin:
Lexical Normalisation of Short Text Messages: Makn Sens a #twitter. ACL 2011: 368-378 - [c92]Clinton Burfoot, Steven Bird, Timothy Baldwin:
Collective Classification of Congressional Floor-Debate Transcripts. ACL 2011: 1506-1515 - [c91]Jey Han Lau, Karl Grieser, David Newman, Timothy Baldwin:
Automatic Labelling of Topic Models. ACL 2011: 1536-1545 - [c90]Li Wang, Diana McCarthy, Timothy Baldwin:
Predicting Thread Linking Structure by Lexical Chaining. ALTA 2011: 76-85 - [c89]Li Wang, Marco Lui, Su Nam Kim, Joakim Nivre, Timothy Baldwin:
Predicting Thread Discourse Structure over Technical Web Forums. EMNLP 2011: 13-25 - [c88]Fabian Bohnert, Ingrid Zukerman, David W. Albrecht, Timothy Baldwin:
Modelling and Predicting Movements of Museum Visitors: A Simulation Framework for Assessing the Impact of Sensor Noise on Model Performance. ITWP@IJCAI 2011 - [c87]Andrew MacKinlay, Rebecca Dridan, Dan Flickinger, Stephan Oepen, Timothy Baldwin:
Treeblazing: Using External Treebanks to Filter Parse Forests for Parse Selection and Treebanking. IJCNLP 2011: 246-254 - [c86]Marco Lui, Timothy Baldwin:
Cross-domain Feature Selection for Language Identification. IJCNLP 2011: 553-561 - [c85]Richard Fothergill, Timothy Baldwin:
Fleshing it out: A Supervised Approach to MWE-token and MWE-type Classification. IJCNLP 2011: 911-919 - [c84]Lars Yencken, Timothy Baldwin:
Predicting and compensating for lexicon access errors. IUI 2011: 185-194 - [c83]Timothy Baldwin:
MWEs and Topic Modelling: Enhancing Machine Learning with Linguistics. MWE@ACL 2011: 1 - [c82]Meladel Mistica, Timothy Baldwin, I Wayan Arka:
Word classes in Indonesian: A linguistic reality or a convenient fallacy in natural language processing? PACLIC 2011: 293-302 - [c81]Timothy Baldwin, Patrick Ye, Fabian Bohnert, Ingrid Zukerman:
In Situ Text Summarisation for Museum Visitors. PACLIC 2011: 372-381 - [c80]Bo Han, Marco Lui, Timothy Baldwin:
Melbourne Language Group Microblog Track Report. TREC 2011 - 2010
- [j11]Su Nam Kim, Timothy Baldwin:
How to pick out token instances of English verb-particle constructions. Lang. Resour. Evaluation 44(1-2): 97-113 (2010) - [j10]Timothy Baldwin, Su Nam Kim, Francis Bond, Sanae Fujita, David Martínez, Takaaki Tanaka:
A Reexamination of MRD-Based Word Sense Disambiguation. ACM Trans. Asian Lang. Inf. Process. 9(1): 4:1-4:21 (2010) - [j9]David Newman, Timothy Baldwin, Lawrence Cavedon, Eric Huang, Sarvnaz Karimi, David Martínez, Falk Scholer, Justin Zobel:
Visualizing search results and document collections using topic maps. J. Web Semant. 8(2-3): 169-175 (2010) - [c79]Timothy Baldwin, Marco Lui:
Multilingual Language Identification: ALTW 2010 Shared Task Data. ALTA 2010: 4-7 - [c78]Li Wang, Su Nam Kim, Timothy Baldwin:
Thread-level Analysis over Technical User Forum Data. ALTA 2010: 27-31 - [c77]Marco Lui, Timothy Baldwin:
Classifying User Forum Participants: Separating the Gurus from the Hacks, and Other Tales of the Internet. ALTA 2010: 49-57 - [c76]Timothy Baldwin, Jonathan Pool, Susan M. Colowick:
PanLex and LEXTRACT: Translating all Words of all Languages of the World. COLING (Demos) 2010: 37-40 - [c75]Su Nam Kim, Timothy Baldwin, Min-Yen Kan:
Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction. COLING 2010: 572-580 - [c74]Jey Han Lau, David Newman, Sarvnaz Karimi, Timothy Baldwin:
Best Topic Word Selection for Topic Labelling. COLING (Posters) 2010: 605-613 - [c73]Su Nam Kim, Li Wang, Timothy Baldwin:
Tagging and Linking Web Forum Posts. CoNLL 2010: 192-202 - [c72]Rebecca Dridan, Timothy Baldwin:
Unsupervised Parse Selection for HPSG. EMNLP 2010: 694-704 - [c71]Su Nam Kim, Lawrence Cavedon, Timothy Baldwin:
Classifying Dialogue Acts in One-on-One Live Chats. EMNLP 2010: 862-871 - [c70]David Newman, Youn Noh, Edmund M. Talley, Sarvnaz Karimi, Timothy Baldwin:
Evaluating topic models for digital libraries. JCDL 2010: 215-224 - [c69]Yi Zhang, Timothy Baldwin, Valia Kordoni, David Martínez, Jeremy Nicholson:
Chart Mining-based Lexical Acquisition with Precision Grammars. HLT-NAACL 2010: 10-18 - [c68]David Newman, Jey Han Lau, Karl Grieser, Timothy Baldwin:
Automatic Evaluation of Topic Coherence. HLT-NAACL 2010: 100-108 - [c67]Timothy Baldwin, Marco Lui:
Language Identification: The Long and the Short of the Matter. HLT-NAACL 2010: 229-237 - [c66]Su Nam Kim, Olena Medelyan, Min-Yen Kan, Timothy Baldwin:
SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific Articles. SemEval@ACL 2010: 21-26 - [r1]Timothy Baldwin, Su Nam Kim:
Multiword Expressions. Handbook of Natural Language Processing 2010: 267-292
2000 – 2009
- 2009
- [j8]Timothy Baldwin, Valia Kordoni, Aline Villavicencio:
Prepositions in Applications: A Survey and Introduction to the Special Issue. Comput. Linguistics 35(2): 119-149 (2009) - [j7]Timothy Baldwin, Takenobu Tokunaga, Jun'ichi Tsujii:
Hozumi Tanaka. Comput. Linguistics 35(4): 475-481 (2009) - [j6]Timothy Baldwin:
The hare and the tortoise: speed and accuracy in translation retrieval. Mach. Transl. 23(4): 195-240 (2009) - [c65]Clinton Burfoot, Timothy Baldwin:
Automatic Satire Detection: Are You Having a Laugh? ACL/IJCNLP (2) 2009: 161-164 - [c64]James Breen, Timothy Baldwin:
Corpus-based Extraction of Japanese Compound Verbs. ALTA 2009: 35-43 - [c63]Meladel Mistica, I Wayan Arka, Timothy Baldwin, Avery Andrews:
Double Double, Morphology and Trouble: Looking into Reduplication in Indonesian. ALTA 2009: 44-52 - [c62]Su Nam Kim, Timothy Baldwin, Min-Yen Kan:
Extracting Domain-Specific Words - A Statistical Approach. ALTA 2009: 94-98 - [c61]Timothy Baldwin, Manuel Paul Anil Kumar Joseph:
Restoring Punctuation and Casing in English Text. Australasian Conference on Artificial Intelligence 2009: 547-556 - [c60]Andrew MacKinlay, David Martínez, Timothy Baldwin:
Biomedical Event Annotation with CRFs and Precision Grammars. BioNLP@HLT-NAACL (Shared Task) 2009: 77-85 - [c59]Willy Yap, Timothy Baldwin:
Experiments on pattern-based relation learning. CIKM 2009: 1657-1660 - [c58]Jeremy Nicholson, Timothy Baldwin:
Web and Corpus Methods for Malay Count Classifier Prediction. HLT-NAACL (Short Papers) 2009: 69-72 - [c57]Meladel Mistica, Timothy Baldwin:
Recognising the Predicate-argument Structure of Tagalog. HLT-NAACL (Short Papers) 2009: 257-260 - [i2]Andrew MacKinlay, Timothy Baldwin:
A Baseline Approach to the RTE5 Search Pilot. TAC 2009 - 2008
- [j5]Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, Liz Sonenberg:
Using interest and transition models to predict visitor locations in museums. AI Commun. 21(2-3): 195-202 (2008) - [c56]Patrick Ye, Timothy Baldwin:
Towards Automatic Animated Storyboarding. AAAI 2008: 578-583 - [c55]Eneko Agirre, Timothy Baldwin, David Martínez:
Improving Parsing and PP Attachment Performance with Sense Information. ACL 2008: 317-325 - [c54]Olivia March, Timothy Baldwin:
Automatic Event Reference Identification. ALTA 2008: 79-87 - [c53]Jeremy Nicholson, Timothy Baldwin:
Learning Count Classifier Preferences of Malay Nouns. ALTA 2008: 115-123 - [c52]Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, Liz Sonenberg:
Using Collaborative Models to Adaptively Predict Visitor Locations in Museums. AH 2008: 42-51 - [c51]Shlomo Berkovsky, Timothy Baldwin, Ingrid Zukerman:
Aspect-Based Personalized Text Summarization. AH 2008: 267-270 - [c50]Meladel Mistica, Timothy Baldwin, Marisa Cordella, Simon Musgrave:
Applying Discourse Analysis and Data Mining Methods to Spoken OSCE Assessments. COLING 2008: 577-584 - [c49]Lars Yencken, Timothy Baldwin:
Measuring and Predicting Orthographic Associations: Modelling the Similarity of Japanese Kanji. COLING 2008: 1041-1048 - [c48]Lars Yencken, Timothy Baldwin:
Orthographic similarity search for dictionary lookup of Japanese words. ECAI 2008: 343-347 - [c47]Su Nam Kim, Timothy Baldwin:
Benchmarking Noun Compound Interpretation. IJCNLP 2008: 569-576 - [c46]Timothy Baldwin, Su Nam Kim, Francis Bond, Sanae Fujita, David Martínez, Takaaki Tanaka:
MRD-based Word Sense Disambiguation: Further Extending Lesk. IJCNLP 2008: 775-780 - [c45]Jeremy Nicholson, Valia Kordoni, Yi Zhang, Timothy Baldwin, Rebecca Dridan:
Evaluating and Extending the Coverage of HPSG Grammars: A Case Study for German. LREC 2008 - [c44]Su Nam Kim, Timothy Baldwin:
An unsupervised approach to interpreting noun compounds. NLPKE 2008: 1-7 - 2007
- [j4]Ichiro Yamada, Timothy Baldwin, Hideki Sumiyoshi, Masahiro Shibata, Nobuyuki Yagi:
Automatic Acquisition of Qualia Structure from Corpus Data. IEICE Trans. Inf. Syst. 90-D(10): 1534-1541 (2007) - [c43]Su Nam Kim, Timothy Baldwin:
Disambiguating Noun Compounds. AAAI 2007: 901-906 - [c42]Su Nam Kim, Meladel Mistica, Timothy Baldwin:
Extending Sense Collocations in Interpreting Noun Compounds. ALTA 2007: 49-56 - [c41]Willy Yap, Timothy Baldwin:
Dictionary Alignment for Context-sensitive Word Glossing. ALTA 2007: 125-133 - [c40]Sumukh Ghodke, Timothy Baldwin:
An Investigation into the Interaction Between Feature Selection and Discretization: Learning How and When to Read Numbers. Australian Conference on Artificial Intelligence 2007: 48-57 - [c39]Takaaki Tanaka, Francis Bond, Timothy Baldwin, Sanae Fujita, Chikara Hashimoto:
Word Sense Disambiguation Incorporating Lexical and Structural Semantic Information. EMNLP-CoNLL 2007: 477-485 - [c38]Timothy Baldwin, Mark Dras, Julia Hockenmaier, Tracy Holloway King, Gertjan van Noord:
The Impact of Deep Linguistic Processing on Parsing Technology. IWPT 2007: 36-38 - [c37]Karl Grieser, Timothy Baldwin, Steven Bird:
Dynamic Path Prediction and Recommendation in a Museum Environment. LaTeCH@ACL 2007 2007: 49-56 - [c36]Timothy Baldwin:
Scalable Deep Linguistic Processing: Mind the Lexical Gap. PACLIC 2007 - [c35]Su Nam Kim, Timothy Baldwin:
MELB-KB: Nominal Classification as Noun Compound Interpretation. SemEval@ACL 2007: 231-236 - [c34]David Martínez, Su Nam Kim, Timothy Baldwin:
MELB-MKB: Lexical Substitution system based on Relatives in Context. SemEval@ACL 2007: 237-240 - [c33]Patrick Ye, Timothy Baldwin:
MELB-YB: Preposition Sense Disambiguation Using Rich Semantic Features. SemEval@ACL 2007: 241-244 - [c32]David Martínez, Timothy Baldwin, Eneko Agirre, Oier Lopez de Lacalle:
UBC-UMB: Combining unsupervised and supervised systems for all-words WSD. SemEval@ACL 2007: 350-353 - [i1]Timothy Baldwin:
Bootstrapping Deep Lexical Resources: Resources for Courses. CoRR abs/0709.2401 (2007) - 2006
- [j3]Patrick Ye, Timothy Baldwin:
Semantic role labeling of prepositional phrases. ACM Trans. Asian Lang. Inf. Process. 5(3): 228-244 (2006) - [c31]Su Nam Kim, Timothy Baldwin:
Interpreting Semantic Relations in Noun Compounds via Verb Semantics. ACL 2006 - [c30]Jeremy Nicholson, Timothy Baldwin, Phil Blunsom:
Die Morphologie (f): Targeted Lexical Acquisition for Languages other than English. ALTA 2006: 67-74 - [c29]Patrick Ye, Timothy Baldwin:
Verb Sense Disambiguation Using Selectional Preferences Extracted with a State-of-the-art Semantic Role Labeler. ALTA 2006: 139-148 - [c28]Karl Grieser, Timothy Baldwin, Steven Bird:
Analysis and Prediction of User Behaviour in a Museum Environment. ALTA 2006: 157-158 - [c27]Phil Blunsom, Timothy Baldwin:
Multilingual Deep Lexical Acquisition for HPSGs via Supertagging. EMNLP 2006: 164-171 - [c26]Lars Yencken, Timothy Baldwin:
Modelling the Orthographic Neighbourhood for Japanese Kanji. ICCPOL 2006: 321-332 - [c25]Baden Hughes, Timothy Baldwin, Steven Bird, Jeremy Nicholson, Andrew MacKinlay:
Reconsidering Language Identification for Written Language Resources. LREC 2006: 485-488 - [c24]Timothy Baldwin, Su'ad Awab:
Open Source Corpus Analysis Tools for Malay. LREC 2006: 2212-2215 - 2005
- [j2]Timothy Baldwin:
Deep lexical acquisition of verb-particle constructions. Comput. Speech Lang. 19(4): 398-414 (2005) - [j1]Kiyoko Uchiyama, Timothy Baldwin, Shun Ishizaki:
Disambiguating Japanese compound verbs. Comput. Speech Lang. 19(4): 497-512 (2005) - [c23]Andrew MacKinlay, Timothy Baldwin:
POS Tagging with a More Informative Tagset. ALTA 2005: 40-48 - [c22]Lars Yencken, Timothy Baldwin:
Efficient Grapheme-phoneme Alignment for Japanese. ALTA 2005: 143-151 - [c21]Jeremy Nicholson, Timothy Baldwin:
Statistical Interpretation of Compound Nominalisations. ALTA 2005: 152-159 - [c20]Patrick Ye, Timothy Baldwin:
Semantic Role Labelling of Prepositional Phrases. IJCNLP 2005: 779-791 - [c19]Su Nam Kim, Timothy Baldwin:
Automatic Interpretation of Noun Compounds Using WordNet Similarity. IJCNLP 2005: 945-956 - [e1]Timothy Baldwin, James Richard Curran, Menno van Zaanen:
Proceedings of the Australasian Language Technology Workshop, ALTA 2005, Sydney, Australia, December 10-11, 2005. Australasian Language Technology Association 2005, ISBN 978-0-9751687-2-1 [contents] - 2004
- [c18]Timothy Baldwin, Emily M. Bender, Dan Flickinger, Ara Kim, Stephan Oepen:
Road-testing the English Resource Grammar Over the British National Corpus. LREC 2004 - [c17]Slaven Bilac, Timothy Baldwin, Hozumi Tanaka:
Evaluating the FOKS Error Model. LREC 2004 - [c16]Aline Villavicencio, Timothy Baldwin, Benjamin Waldron:
A Multilingual Database of Idioms. LREC 2004 - [c15]Ichiro Yamada, Timothy Baldwin:
Automatic Discovery of Telic and Agentive Roles from Corpus Data. PACLIC 2004 - 2003
- [c14]Timothy Baldwin, Francis Bond:
Learning the Countability of English Nouns from Corpus Data. ACL 2003: 463-470 - [c13]Timothy Baldwin, Leonoor van der Beek:
The Ins and Outs of Dutch noun countability classification. ALTA 2003: 53-60 - [c12]Leonoor van der Beek, Timothy Baldwin:
Crosslingual Countability Classification with EuroWordNet. CLIN 2003 - [c11]Timothy Baldwin, Francis Bond:
A Plethora of Methods for Learning English Countability. EMNLP 2003 - [c10]Takaaki Tanaka, Timothy Baldwin:
Translation selection for Japanese-English noun-noun compounds. MTSummit 2003 - 2002
- [c9]Ivan A. Sag, Timothy Baldwin, Francis Bond, Ann A. Copestake, Dan Flickinger:
Multiword Expressions: A Pain in the Neck for NLP. CICLing 2002: 1-15 - [c8]Slaven Bilac, Timothy Baldwin, Hozumi Tanaka:
Bringing the Dictionary to the User: The FOKS System. COLING 2002 - [c7]Timothy Baldwin, Aline Villavicencio:
Extracting the Unextractable: A Case Study on Verb-particles. CoNLL 2002 - [c6]Timothy Baldwin, Slaven Bilac, Ryo Okumura, Takenobu Tokunaga, Hozumi Tanaka:
Enhanced Japanese Electronic Dictionary Look-up. LREC 2002 - [c5]Ann A. Copestake, Fabre Lambeau, Aline Villavicencio, Francis Bond, Timothy Baldwin, Ivan A. Sag, Dan Flickinger:
Multiword expressions: linguistic precision and reusability. LREC 2002 - 2001
- [c4]Timothy Baldwin:
Low-cost, High-Performance Translation Retrieval: Dumber is Better. ACL 2001: 18-25 - [c3]Timothy Baldwin, Atsushi Okazaki, Takenobu Tokunaga, Hozumi Tanaka:
The Japanese Translation Task: Lexical and Structural Perspectives. SENSEVAL@ACL 2001: 55-58 - 2000
- [c2]Timothy Baldwin, Hozumi Tanaka:
The Effects of Word Order and Segmentation on Translation Retrieval Performance. COLING 2000: 35-41 - [c1]Timothy Baldwin, Hozumi Tanaka:
Verb Alternations and Japanese : How, What and Where. PACLIC 2000: 3-14
Coauthor Index
[c308] [i102] [c304] [c301] [c299] [c295] [c293] [c291] [i90] [i87] [i76] [c284] [c280] [c279] [c277] [c276] [c275] [c274] [c271] [c270] [i71] [i70] [i68] [i67] [i66] [i63] [i62] [i61] [j31] [c269] [c260] [c258] [c257] [c256] [c248] [i59] [i49] [i48] [i47] [i46] [c245] [c241] [c240] [c236] [i41] [c233] [c232] [c222] [c220] [c218] [i33] [i32] [i31] [i29] [c217] [c216] [c215] [c214] [c213] [c211] [c210] [c203] [c202] [c201] [i26] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [c196] [c195] [c194] [c193] [c190] [c188] [c187] [c183] [c181] [c180] [c176] [i17] [i16] [i15] [i13] [i12] [c173] [c172] [c166] [i9] [c156] [c143] [i5] [i4] [i3] [c101]
[i127] [i119] [c306] [i101] [i97] [c305] [c297] [i88] [i78] [j34] [c288] [c287] [c284] [c283] [c282] [c278] [c274] [i71] [i69] [i65] [i64] [i63] [i62] [c268] [c267] [c262] [c259] [c253] [c252] [c251] [c250] [c248] [i58] [i56] [i55] [i54] [i53] [i52] [c246] [c239] [c234] [i44] [i42] [i40] [i39] [i37] [i36] [i35] [c229] [i28] [c214] [c209] [c207] [i18] [j25] [c195] [c190] [c189] [c185] [i15] [i14] [c175] [c169] [c164] [c163] [i10] [i7] [c149] [e5] [j20] [c139] [c138] [c134] [c130] [j15] [c119] [c117] [c116] [c107] [c106] [c103] [c91] [c74] [c68]
Hung-Thinh Truong
aka: Thinh Hung Truong
aka: Thinh Hung Truong
Karin Verspoor
aka: Karin M. Verspoor
aka: Karin M. Verspoor
[c308] [i102] [j36] [c302] [c291] [i87] [i85] [j33] [c289] [c288] [c286] [c285] [c284] [c281] [c280] [c278] [c274] [c270] [i71] [i66] [i63] [i62] [j31] [c265] [c264] [c261] [c259] [c258] [c252] [c248] [i55] [c244] [c243] [c242] [c241] [c240] [c237] [c236] [c235] [i43] [i40] [c227] [i27] [j27] [c205] [c191] [c178] [c155] [c152]
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