Nigel Collier - RankMe

285 papers A* 22A 6B 15Misc 1Journal 148Unranked 88

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models. CoRR Zongqian Li, Shaohan Huang, Zewen Chi, Yixuan Su, Lexin Zhou, Li Dong, Nigel Collier, Furu Wei
2026	J	`jnl`	Confidence Estimation for LLMs in Multi-turn Interactions. CoRR Caiqi Zhang, Ruihan Yang, Xiaochen Zhu, Chengzu Li, Tiancheng Hu, Yijiang River Dong, Deqing Yang, Nigel Collier
2026	J	`jnl`	Confident Rankings with Fewer Items: Adaptive LLM Evaluation with Continuous Scores. CoRR Esma Balkir, Alice Pernthaller, Marco Basaldella, José Hernández-Orallo, Nigel Collier
2026	J	`jnl`	Demystifying Multi-Agent Debate: The Role of Confidence and Diversity. CoRR Xiaochen Zhu, Caiqi Zhang, Yizhou Chi, Tom Stafford, Nigel Collier, Andreas Vlachos
2026	J	`jnl`	Failure Modes in Multi-Hop QA: The Weakest Link Law and the Recognition Bottleneck. CoRR Meiru Zhang, Zaiqiao Meng, Nigel Collier
2026	J	`jnl`	Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems. CoRR Zongqian Li, Tengchao Lv, Shaohan Huang, Yixuan Su, Qinzheng Sun, Qiufeng Yin, Ying Xin, Scarlett Li, Lei Cui, Nigel Collier, Furu Wei
2026	J	`jnl`	Steer Model beyond Assistant: Controlling System Prompt Strength via Contrastive Decoding. CoRR Yijiang River Dong, Tiancheng Hu, Zheng Hui, Nigel Collier
2026	J	`jnl`	Value of Information: A Framework for Human-Agent Communication. CoRR Yijiang River Dong, Tiancheng Hu, Zheng Hui, Caiqi Zhang, Ivan Vulic, Andreea Bobu, Nigel Collier
2025	—	`conf`	500xCompressor: Generalized Prompt Compression for Large Language Models. ACL (1) Zongqian Li, Yixuan Su, Nigel Collier
2025	J	`jnl`	A Survey on Prompt Tuning. CoRR Zongqian Li, Yixuan Su, Nigel Collier
2025	A*	`conf`	Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models. ICML Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulic, Nigel Collier
2025	A*	`conf`	All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning. EMNLP Caiqi Zhang, Chang Shu, Ehsan Shareghi, Nigel Collier
2025	J	`jnl`	All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning. CoRR Caiqi Zhang, Chang Shu, Ehsan Shareghi, Nigel Collier
2025	—	`conf`	Atomic Calibration of LLMs in Long-Form Generations. IJCNLP-AACL (Findings) Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier
2025	J	`jnl`	Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models. CoRR Ej Zhou, Caiqi Zhang, Tiancheng Hu, Chengzu Li, Nigel Collier, Ivan Vulic, Anna Korhonen
2025	—	`conf`	Conformity in Large Language Models. ACL (1) Xiaochen Zhu, Caiqi Zhang, Tom Stafford, Nigel Collier, Andreas Vlachos
2025	J	`jnl`	Generative language models exhibit social identity biases. Nat. Comput. Sci. Tiancheng Hu, Yara Kyrychenko, Steve Rathje, Nigel Collier, Sander van der Linden, Jon Roozenbeek
2025	—	`conf`	LoGU: Long-form Generation with Uncertainty Expressions. ACL (1) Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
2025	J	`jnl`	Multi-Trigger Poisoning Amplifies Backdoor Vulnerabilities in LLMs. CoRR Sanhanat Sivapiromrat, Caiqi Zhang, Marco Basaldella, Nigel Collier
2025	J	`jnl`	Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging. CoRR Tiancheng Hu, Benjamin Minixhofer, Nigel Collier
2025	J	`jnl`	PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt Tuning. CoRR Zongqian Li, Yixuan Su, Nigel Collier
2025	J	`jnl`	PrivacyPAD: A Reinforcement Learning Framework for Dynamic Privacy-Aware Delegation. CoRR Zheng Hui, Yijiang River Dong, Sanhanat Sivapiromrat, Ehsan Shareghi, Nigel Collier
2025	—	`conf`	Prompt Compression for Large Language Models: A Survey. NAACL (Long Papers) Zongqian Li, Yinhong Liu, Yixuan Su, Nigel Collier
2025	J	`jnl`	ReasonGraph: Visualisation of Reasoning Paths. CoRR Zongqian Li, Ehsan Shareghi, Nigel Collier
2025	—	`conf`	ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths. ACL (3) Zongqian Li, Ehsan Shareghi, Nigel Collier
2025	J	`jnl`	Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation. CoRR Caiqi Zhang, Xiaochen Zhu, Chengzu Li, Nigel Collier, Andreas Vlachos
2025	J	`jnl`	SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors. CoRR Tiancheng Hu, Joachim Baumann, Lorenzo Lupo, Nigel Collier, Dirk Hovy, Paul Röttger
2025	J	`jnl`	TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law. CoRR Zheng Hui, Yijiang River Dong, Ehsan Shareghi, Nigel Collier
2025	—	`conf`	Time to Revisit Exact Match. EMNLP (Findings) Auss Abbood, Zaiqiao Meng, Nigel Collier
2025	J	`jnl`	Time to Revist Exact Match. CoRR Auss Abbood, Zaiqiao Meng, Nigel Collier
2025	A*	`conf`	UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation. EMNLP Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
2025	J	`jnl`	UNCLE: Uncertainty Expressions in Long-Form Generation. CoRR Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
2025	—	`conf`	When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning. EMNLP (Findings) Yijiang River Dong, Tiancheng Hu, Yinhong Liu, Ahmet Üstün, Nigel Collier
2025	J	`jnl`	When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning. CoRR Yijiang River Dong, Tiancheng Hu, Yinhong Liu, Ahmet Üstün, Nigel Collier
2025	—	`conf`	iNews: A Multimodal Dataset for Modeling Personalized Affective Responses to News. ACL (1) Tiancheng Hu, Nigel Collier
2025	J	`jnl`	iNews: A Multimodal Dataset for Modeling Personalized Affective Responses to News. CoRR Tiancheng Hu, Nigel Collier
2024	J	`jnl`	500xCompressor: Generalized Prompt Compression for Large Language Models. CoRR Zongqian Li, Yixuan Su, Nigel Collier
2024	J	`jnl`	Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. CoRR Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier
2024	J	`jnl`	Aligning with Logic: Measuring, Evaluating and Improving Logical Consistency in Large Language Models. CoRR Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulic, Nigel Collier
2024	—	`conf`	An Individualized News Affective Response Dataset. ACL (Student Research Workshop) Tiancheng Hu, Nigel Collier
2024	J	`jnl`	Atomic Calibration of LLMs in Long-Form Generations. CoRR Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier
2024	J	`jnl`	Attention Instruction: Amplifying Attention in the Middle via Prompting. CoRR Meiru Zhang, Zaiqiao Meng, Nigel Collier
2024	A*	`conf`	BAND: Biomedical Alert News Dataset. AAAI Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, David L. Buckeridge, Nigel Collier
2024	—	`conf`	Can LLM be a Personalized Judge? EMNLP (Findings) Yijiang River Dong, Tiancheng Hu, Nigel Collier
2024	J	`jnl`	Can LLM be a Personalized Judge? CoRR Yijiang River Dong, Tiancheng Hu, Nigel Collier
2024	—	`conf`	Can We Instruct LLMs to Compensate for Position Bias? EMNLP (Findings) Meiru Zhang, Zaiqiao Meng, Nigel Collier
2024	J	`jnl`	Conformity in Large Language Models. CoRR Xiaochen Zhu, Caiqi Zhang, Tom Stafford, Nigel Collier, Andreas Vlachos
2024	A*	`conf`	Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. EMNLP Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen
2024	J	`jnl`	Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. CoRR Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen
2024	A*	`conf`	LUQ: Long-text Uncertainty Quantification for LLMs. EMNLP Caiqi Zhang, Fangyu Liu, Marco Basaldella, Nigel Collier
2024	J	`jnl`	LUQ: Long-text Uncertainty Quantification for LLMs. CoRR Caiqi Zhang, Fangyu Liu, Marco Basaldella, Nigel Collier
2024	J	`jnl`	LoGU: Long-form Generation with Uncertainty Expressions. CoRR Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
2024	—	`conf`	PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs. ACL (Findings) Jiuzhou Han, Nigel Collier, Wray L. Buntine, Ehsan Shareghi
2024	J	`jnl`	Prompt Compression for Large Language Models: A Survey. CoRR Zongqian Li, Yinhong Liu, Yixuan Su, Nigel Collier
2024	—	`conf`	Quantifying the Persona Effect in LLM Simulations. ACL (1) Tiancheng Hu, Nigel Collier
2024	J	`jnl`	Quantifying the Persona Effect in LLM Simulations. CoRR Tiancheng Hu, Nigel Collier
2024	—	`conf`	TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles. ACL (Findings) Yinhong Liu, Yimai Fang, David Vandyke, Nigel Collier
2024	J	`jnl`	TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles. CoRR Yinhong Liu, Yimai Fang, David Vandyke, Nigel Collier
2024	A*	`conf`	TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. EMNLP Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic
2024	J	`jnl`	TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. CoRR Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic
2024	—	`conf`	Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. NAACL (Short Papers) Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2024	J	`jnl`	Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. CoRR Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2023	J	`jnl`	A Stability Analysis of Fine-Tuning a Pre-Trained Model. CoRR Zihao Fu, Anthony Man-Cho So, Nigel Collier
2023	J	`jnl`	BAND: Biomedical Alert News Dataset. CoRR Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, Anya Okhmatovskaia, David L. Buckeridge, Nigel Collier
2023	A*	`conf`	Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. EMNLP Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
2023	J	`jnl`	Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. CoRR Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
2023	J	`jnl`	COFFEE: A Contrastive Oracle-Free Framework for Event Extraction. CoRR Meiru Zhang, Yixuan Su, Zaiqiao Meng, Zihao Fu, Nigel Collier
2023	J	`jnl`	Contrastive Search Is What You Need For Neural Text Generation. Trans. Mach. Learn. Res. Yixuan Su, Nigel Collier
2023	—	`conf`	DePlot: One-shot visual language reasoning by plot-to-table translation. ACL (Findings) Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
2023	J	`jnl`	Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder. CoRR Zihao Fu, Wai Lam, Qian Yu, Anthony Man-Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier
2023	J	`jnl`	FireAct: Toward Language Agent Fine-tuning. CoRR Baian Chen, Chang Shu, Ehsan Shareghi, Nigel Collier, Karthik Narasimhan, Shunyu Yao
2023	J	`jnl`	Generative Language Models Exhibit Social Identity Biases. CoRR Tiancheng Hu, Yara Kyrychenko, Steve Rathje, Nigel Collier, Sander van der Linden, Jon Roozenbeek
2023	J	`jnl`	Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions. CoRR Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2023	—	`conf`	MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. ACL (1) Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos
2023	B	`conf`	On Reality and the Limits of Language Data: Aligning LLMs with Human Norms. CogSci Nigel Collier, Fangyu Liu, Ehsan Shareghi
2023	A*	`conf`	On the Effectiveness of Parameter-Efficient Fine-Tuning. AAAI Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier
2023	—	`conf`	POSQA: Probe the World Models of LLMs with Size Comparisons. EMNLP (Findings) Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2023	J	`jnl`	POSQA: Probe the World Models of LLMs with Size Comparisons. CoRR Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2023	J	`jnl`	PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs. CoRR Jiuzhou Han, Nigel Collier, Wray L. Buntine, Ehsan Shareghi
2023	A	`conf`	Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2023	A*	`conf`	Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. NeurIPS Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
2023	J	`jnl`	Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. CoRR Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
2023	J	`jnl`	Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. CoRR Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu
2023	J	`jnl`	Visual Spatial Reasoning. Trans. Assoc. Comput. Linguistics Fangyu Liu, Guy Emerson, Nigel Collier
2022	—	`conf`	A Conceptual Framework for Representing Events Under Public Health Surveillance. MIE Anya Okhmatovskaia, Yannan Shen, Iris Ganser, Nigel Collier, Nicholas B. King, Zaiqiao Meng, David L. Buckeridge
2022	A*	`conf`	A Contrastive Framework for Neural Text Generation. NeurIPS Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
2022	J	`jnl`	A Contrastive Framework for Neural Text Generation. CoRR Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
2022	J	`jnl`	A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. npj Digit. Medicine Honghan Wu, Minhong Wang, Jinge Wu, Farah Francis, Yun-Hsuan Chang, Alex Shavick, Hang Dong, Michael Tin Chung Poon, Natalie K. Fitzpatrick, Adam P. Levine, Luke T. Slater, Alex Handy, Andreas Karwath, Georgios V. Gkoutos, Claude Chelala, Anoop D. Shah, Robert Stewart, Nigel Collier, Beatrice Alex, William Whiteley, Cathie Sudlow, Angus Roberts, Richard J. B. Dobson
2022	J	`jnl`	BioCaster in 2021: automatic disease outbreaks detection from global news media. Bioinform. Zaiqiao Meng, Anya Okhmatovskaia, Maxime Polleri, Yannan Shen, Guido Powell, Zihao Fu, Iris Ganser, Meiru Zhang, Nicholas B. King, David L. Buckeridge, Nigel Collier
2022	J	`jnl`	Contrastive Search Is What You Need For Neural Text Generation. CoRR Yixuan Su, Nigel Collier
2022	J	`jnl`	DePlot: One-shot visual language reasoning by plot-to-table translation. CoRR Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
2022	—	`conf`	Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. AACL/IJCNLP (2) Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier
2022	J	`jnl`	Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. CoRR Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier
2022	J	`jnl`	Exploiting document graphs for inter sentence relation extraction. J. Biomed. Semant. Hoang-Quynh Le, Duy-Cat Can, Nigel Collier
2022	J	`jnl`	Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2022	—	`conf`	How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. AACL/IJCNLP (2) Aleksander Ficek, Fangyu Liu, Nigel Collier
2022	J	`jnl`	How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. CoRR Aleksander Ficek, Fangyu Liu, Nigel Collier
2022	—	`conf`	Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	Improving Word Translation via Two-Stage Contrastive Learning. CoRR Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2022	—	`conf`	Incorporating Stock Market Signals for Twitter Stance Detection. ACL (1) Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2022	J	`jnl`	Language Models Can See: Plugging Visual Controls in Text Generation. CoRR Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier
2022	J	`jnl`	On the Effectiveness of Parameter-Efficient Fine-Tuning. CoRR Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier
2022	J	`jnl`	PheneBank: a literature-based database of phenotypes. Bioinform. Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley, Nigel Collier
2022	J	`jnl`	Plug-and-Play Recipe Generation with Content Planning. CoRR Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2022	—	`conf`	Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
2022	—	`conf`	Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. ACL (1) Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
2022	—	`conf`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. NAACL-HLT (Findings) Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
2022	J	`jnl`	Visual Spatial Reasoning. CoRR Fangyu Liu, Guy Emerson, Nigel Collier
2021	—	`conf`	Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. EACL (Hackashop) Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2021	—	`conf`	Dialogue Response Selection with Hierarchical Curriculum Learning. ACL/IJCNLP (1) Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
2021	J	`jnl`	Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. EMNLP (1) Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	Few-Shot Table-to-Text Generation with Prototype Memory. EMNLP (Findings) Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
2021	J	`jnl`	Few-Shot Table-to-Text Generation with Prototype Memory. CoRR Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
2021	—	`conf`	Integrating Transformers and Knowledge Graphs for Twitter Stance Detection. W-NUT Thomas Hikaru Clark, Costanza Conforti, Fangyu Liu, Zaiqiao Meng, Ehsan Shareghi, Nigel Collier
2021	—	`conf`	Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation. ACL/IJCNLP (Findings) Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier
2021	—	`conf`	Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	J	`jnl`	Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders. RepL4NLP@ACL-IJCNLP Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
2021	B	`conf`	MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2021	J	`jnl`	MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2021	—	`conf`	Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. EMNLP (1) Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier
2021	J	`jnl`	Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. CoRR Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier
2021	A	`conf`	Non-Autoregressive Text Generation with Pre-trained Language Models. EACL Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
2021	J	`jnl`	Non-Autoregressive Text Generation with Pre-trained Language Models. CoRR Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
2021	J	`jnl`	PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier
2021	—	`conf`	Plan-then-Generate: Controlled Data-to-Text Generation via Planning. EMNLP (Findings) Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
2021	J	`jnl`	Plan-then-Generate: Controlled Data-to-Text Generation via Planning. CoRR Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
2021	J	`jnl`	Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
2021	J	`jnl`	Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. CoRR Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
2021	—	`conf`	Self-Alignment Pretraining for Biomedical Entity Representations. NAACL-HLT Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier
2021	—	`conf`	Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. WASSA@EACL Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2021	J	`jnl`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. CoRR Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier
2021	A*	`conf`	Visual Pivoting for (Unsupervised) Entity Alignment. AAAI Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier
2021	—	`conf`	Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
2021	J	`jnl`	Visually Grounded Reasoning across Languages and Cultures. CoRR Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
2020	J	`jnl`	A pragmatic guide to geoparsing evaluation. Lang. Resour. Evaluation Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier
2020	—	`conf`	COMETA: A Corpus for Medical Entity Linking in the Social Media. EMNLP (1) Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2020	J	`jnl`	COMETA: A Corpus for Medical Entity Linking in the Social Media. CoRR Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2020	J	`jnl`	Dialogue Response Selection with Hierarchical Curriculum Learning. CoRR Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
2020	J	`jnl`	Hierarchical Sparse Variational Autoencoder for Text Encoding. CoRR Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
2020	J	`jnl`	Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier
2020	—	`conf`	STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval. EMNLP (Findings) Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2020	J	`jnl`	Self-alignment Pre-training for Biomedical Entity Representations. CoRR Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier
2020	J	`jnl`	Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu
2020	J	`jnl`	Visual Pivoting for (Unsupervised) Entity Alignment. CoRR Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier
2020	A*	`conf`	Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter. ACL Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2020	J	`jnl`	Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter. CoRR Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2019	—	`conf`	A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction. NAACL-HLT (1) Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha, Nigel Collier
2019	J	`jnl`	An Empirical Study of Sections in Classifying Disease Outbreak Reports. CoRR Son Doan, Mike Conway, Nigel Collier
2019	—	`conf`	BioReddit: Word Embeddings for User-Generated Biomedical NLP. LOUHI@EMNLP Marco Basaldella, Nigel Collier
2019	—	`conf`	Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. NAACL-HLT (1) Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
2019	J	`jnl`	Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. CoRR Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
2019	J	`jnl`	Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases. CoRR Son Doan, Quoc Hung Ngo, Ai Kawazoe, Nigel Collier
2019	—	`conf`	On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. NGT@EMNLP-IJCNLP Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
2019	J	`jnl`	On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. CoRR Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
2019	A*	`conf`	Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
2018	J	`jnl`	A Pragmatic Guide to Geoparsing Evaluation. CoRR Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier
2018	A*	`conf`	Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. EMNLP Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
2018	J	`jnl`	Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. CoRR Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
2018	A*	`conf`	Large-scale Exploration of Neural Relation Classification Architectures. EMNLP Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar, Nigel Collier
2018	A*	`conf`	Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. EMNLP Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier
2018	J	`jnl`	Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. CoRR Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier
2018	—	`conf`	Modeling the Fake News Challenge as a Cross-Level Stance Detection Task. CIKM Workshops Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier
2018	—	`conf`	Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles. FEVER@EMNLP Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier
2018	J	`jnl`	Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. CoRR Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
2018	J	`jnl`	What's missing in geographical parsing? Lang. Resour. Evaluation Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier
2018	—	`conf`	Which Melbourne? Augmenting Geocoding with Maps. ACL (1) Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier
2017	—	`conf`	Improving chemical-induced disease relation extraction with learned features based on convolutional neural network. KSE Hoang-Quynh Le, Duy-Cat Can, Thanh Hai Dang, Mai-Vu Tran, Quang-Thuy Ha, Nigel Collier
2017	—	`conf`	Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources. EACL (2) Mohammad Taher Pilehvar, Nigel Collier
2017	J	`jnl`	Learning Rare Word Representations using Semantic Bridging. CoRR Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
2017	—	`conf`	SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity. SemEval@ACL José Camacho-Collados, Mohammad Taher Pilehvar, Nigel Collier, Roberto Navigli
2017	—	`conf`	Towards a Seamless Integration of Word Senses into Downstream NLP Applications. ACL (1) Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier
2017	J	`jnl`	Towards a Seamless Integration of Word Senses into Downstream NLP Applications. CoRR Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier
2017	—	`conf`	Vancouver Welcomes You! Minimalist Location Metonymy Resolution. ACL (1) Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier
2017	A	`conf`	WSDM 2017 Workshop on Mining Online Health Reports: MOHRS 2017. WSDM Nigel Collier, Nut Limsopatham, Aron Culotta, Mike Conway, Ingemar J. Cox, Vasileios Lampos
2016	—	`conf`	Bidirectional LSTM for Named Entity Recognition in Twitter Messages. NUT@COLING Nut Limsopatham, Nigel Collier
2016	A*	`conf`	De-Conflated Semantic Representations. EMNLP Mohammad Taher Pilehvar, Nigel Collier
2016	J	`jnl`	De-Conflated Semantic Representations. CoRR Mohammad Taher Pilehvar, Nigel Collier
2016	—	`conf`	Improved Semantic Representation for Domain-Specific Entities. BioNLP@ACL Mohammad Taher Pilehvar, Nigel Collier
2016	—	`conf`	Learning Orthographic Features in Bi-directional LSTM for Biomedical Named Entity Recognition. BioTxtM@COLING 2016 Nut Limsopatham, Nigel Collier
2016	—	`conf`	Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification. BioNLP@ACL Nut Limsopatham, Nigel Collier
2016	—	`conf`	NLP and Online Health Reports: What do we say and what do we mean? Louhi@EMNLP Nigel Collier
2016	—	`conf`	Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation. ACL (1) Nut Limsopatham, Nigel Collier
2016	J	`jnl`	Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. Database J. Biol. Databases Curation Hoang-Quynh Le, Mai-Vu Tran, Thanh Hai Dang, Quang-Thuy Ha, Nigel Collier
2016	J	`jnl`	Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. Database J. Biol. Databases Curation Hoang-Quynh Le, Mai-Vu Tran, Thanh Hai Dang, Quang-Thuy Ha, Nigel Collier
2016	J	`jnl`	The digital revolution in phenotyping. Briefings Bioinform. Anika Oellrich, Nigel Collier, Tudor Groza, Dietrich Rebholz-Schuhmann, Nigam Shah, Olivier Bodenreider, Mary Regina Boland, Ivo I. Georgiev, Hongfang Liu, Kevin M. Livingston, Augustin Luna, Ann-Marie Mallon, Prashanti Manda, Peter N. Robinson, Gabriella Rustici, Michelle Simon, Liqin Wang, Rainer Winnenburg, Michel Dumontier
2016	J	`jnl`	Thematic issue of the Second combined Bio-ontologies and Phenotypes Workshop. J. Biomed. Semant. Karin Verspoor, Anika Oellrich, Nigel Collier, Tudor Groza, Philippe Rocca-Serra, Larisa N. Soldatova, Michel Dumontier, Nigam Shah
2015	A*	`conf`	Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages. EMNLP Nut Limsopatham, Nigel Collier
2015	J	`jnl`	Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages. CoRR Nut Limsopatham, Nigel Collier
2015	J	`jnl`	Automatic concept recognition using the Human Phenotype Ontology reference and test suite corpora. Database J. Biol. Databases Curation Tudor Groza, Sebastian Köhler, Sandra C. Doelken, Nigel Collier, Anika Oellrich, Damian Smedley, Francisco M. Couto, Gareth Baynam, Andreas Zankl, Peter N. Robinson
2015	J	`jnl`	Concept selection for phenotypes and diseases using learn to rank. J. Biomed. Semant. Nigel Collier, Anika Oellrich, Tudor Groza
2015	J	`jnl`	Crowdsourcing Twitter annotations to identify first-hand experiences of prescription drug use. J. Biomed. Informatics Nestor Alvaro, Mike Conway, Son Doan, Christoph Lofi, John P. Overington, Nigel Collier
2015	J	`jnl`	PhenoMiner: from text to a database of phenotypes associated with OMIM diseases. Database J. Biol. Databases Curation Nigel Collier, Tudor Groza, Damian Smedley, Peter N. Robinson, Anika Oellrich, Dietrich Rebholz-Schuhmann
2015	J	`jnl`	Special issue on bio-ontologies and phenotypes. J. Biomed. Semant. Larisa N. Soldatova, Nigel Collier, Anika Oellrich, Tudor Groza, Karin Verspoor, Philippe Rocca-Serra, Michel Dumontier, Nigam H. Shah
2015	—	`conf`	Towards the Semantic Interpretation of Personal Health Messages from Social Media. UCUI@CIKM Nut Limsopatham, Nigel Collier
2014	A	`conf`	Discriminating Rhetorical Analogies in Social Media. EACL Christoph Lofi, Christian Nieke, Nigel Collier
2014	—	`conf`	The impact of near domain transfer on biomedical named entity recognition. Louhi@EACL Nigel Collier, Mai-Vu Tran, Ferdinand Paster
2013	A	`conf`	A partially supervised cross-collection topic model for cross-domain text classification. CIKM Yang Bao, Nigel Collier, Anindya Datta
2013	J	`jnl`	Change-point detection in time-series data by relative density-ratio estimation. Neural Networks Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama
2013	—	`conf`	Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts. BioNLP@ACL (Shared Task) Mai-Vu Tran, Nigel Collier, Hoang-Quynh Le, Van-Thuy Phi, Thanh-Binh Pham
2013	J	`jnl`	Twitter Emotion Analysis in Earthquake Situations. Int. J. Comput. Linguistics Appl. Bao-Khanh Ho Vo, Nigel Collier
2013	—	`conf`	Using silver and semi-gold standard corpora to compare open named entity recognisers. BIBM Tudor Groza, Anika Oellrich, Nigel Collier
2012	B	`conf`	A Hybrid Approach to Finding Phenotype Candidates in Genetic Texts. COLING Nigel Collier, Mai-Vu Tran, Hoang-Quynh Le, Anika Oellrich, Ai Kawazoe, Martin Hall-May, Dietrich Rebholz-Schuhmann
2012	J	`jnl`	Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation CoRR Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama
2012	—	`conf`	Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation. SSPR/SPR Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama
2012	J	`jnl`	Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses CoRR Son Doan, Lucila Ohno-Machado, Nigel Collier
2012	—	`conf`	Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses. HISB Son Doan, Lucila Ohno-Machado, Nigel Collier
2012	J	`jnl`	GENI-DB: a database of global events for epidemic intelligence. Bioinform. Nigel Collier, Son Doan
2012	B	`conf`	On-line Trend Analysis with Topic Models: \#twitter Trends Detection Topic Model Online. COLING Jey Han Lau, Nigel Collier, Timothy Baldwin
2012	J	`jnl`	Recognition of medication information from discharge summaries using ensembles of classifiers. BMC Medical Informatics Decis. Mak. Son Doan, Nigel Collier, Hua Xu, Pham Duy, Tu Minh Phuong
2011	—	`conf`	An Analysis of Twitter Messages in the 2011 Tohoku Earthquake. eHealth Son Doan, Bao-Khanh Ho Vo, Nigel Collier
2011	J	`jnl`	An analysis of Twitter messages in the 2011 Tohoku Earthquake CoRR Son Doan, Bao-Khanh Ho Vo, Nigel Collier
2011	J	`jnl`	Assessment of NER solutions against the first and second CALBC Silver Standard Corpus. J. Biomed. Semant. Dietrich Rebholz-Schuhmann, Antonio Jimeno-Yepes, Chen Li, Senay Kafkas, Ian Lewin, Ning Kang, Peter T. Corbett, David Milward, Ekaterina Buyko, Elena Beisswanger, Kerstin Hornbostel, Alexandre Kouznetsov, René Witte, Jonas B. Laurila, Christopher J. O. Baker, Cheng-Ju Kuo, Simon Clematide, Fabio Rinaldi, Richárd Farkas, György Móra, Kazuo Hara, Laura Inés Furlong, Michael Rautschka, Mariana L. Neves, Alberto D. Pascual-Montano, Qi Wei, Nigel Collier, Md. Faisal Mahbub Chowdhury, Alberto Lavelli, Rafael Berlanga Llavori, Roser Morante, Vincent Van Asch, Walter Daelemans, José Luís Marina, Erik M. van Mulligen, Jan A. Kors, Udo Hahn
2011	J	`jnl`	OMG U got flu? Analysis of shared health messages for bio-surveillance CoRR Nigel Collier, Nguyen Truong Son, Ngoc Mai Nguyen
2011	J	`jnl`	OMG U got flu? Analysis of shared health messages for bio-surveillance. J. Biomed. Semant. Nigel Collier, Nguyen Truong Son, Ngoc Mai Nguyen
2011	—	`ed.`	Proceedings of the Fourth International Symposium for Semantic Mining in Biomedicine, Cambridge, United Kingdom, October, 2010 Semantic Mining in Biomedicine Nigel Collier, Udo Hahn, Dietrich Rebholz-Schuhmann, Fabio Rinaldi, Sampo Pyysalo
2011	—	`conf`	Syndromic Classification of Twitter Messages. eHealth Nigel Collier, Son Doan
2011	J	`jnl`	Syndromic classification of Twitter messages CoRR Nigel Collier, Son Doan
2011	J	`jnl`	Towards cross-lingual alerting for bursty epidemic events CoRR Nigel Collier
2011	J	`jnl`	Towards cross-lingual alerting for bursty epidemic events. J. Biomed. Semant. Nigel Collier
2011	J	`jnl`	Towards mature use of semantic resources for biomedical analyses. J. Biomed. Semant. Dietrich Rebholz-Schuhmann, Fabio Rinaldi, Sampo Pyysalo, Nigel Collier, Udo Hahn
2011	J	`jnl`	What's unusual in online disease outbreak news? CoRR Nigel Collier
2010	J	`jnl`	A framework for enhancing spatial and temporal granularity in report-based health surveillance systems. BMC Medical Informatics Decis. Mak. Hutchatai Chanlekha, Ai Kawazoe, Nigel Collier
2010	J	`jnl`	A methodology to enhance spatial understanding of disease outbreak events reported in news articles. Int. J. Medical Informatics Hutchatai Chanlekha, Nigel Collier
2010	—	`ch.`	An Empirical Study of Sections in Classifying Disease Outbreak Reports. Web-Based Applications in Healthcare and Biomedicine Son Doan, Mike Conway, Nigel Collier
2010	B	`conf`	An ontology-driven system for detecting global health events. COLING Nigel Collier, Reiko Matsuda Goodwin, John P. McCrae, Son Doan, Ai Kawazoe, Mike Conway, Asanee Kawtrakul, Koichi Takeuchi, Dinh Dien
2010	J	`jnl`	Analysis of syntactic and semantic features for fine-grained event-spatial understanding in outbreak news reports. J. Biomed. Semant. Hutchatai Chanlekha, Nigel Collier
2010	—	`conf`	Assessment of NER solutions against the first and second CALBC silver standard corpus. Semantic Mining in Biomedicine Dietrich Rebholz-Schuhmann, Antonio Jimeno-Yepes, Chen Li, Senay Kafkas, Ian Lewin, Ning Kang, Peter T. Corbett, David Milward, Ekaterina Buyko, Elena Beisswanger, Kerstin Hornbostel, Alexandre Kouznetsov, René Witte, Jonas B. Laurila, Christopher J. O. Baker, Cheng-Ju Kuo, Simon Clematide, Fabio Rinaldi, Richárd Farkas, György Móra, Kazuo Hara, Laura Inés Furlong, Michael Rautschka, Mariana L. Neves, Alberto D. Pascual-Montano, Qi Wei, Nigel Collier, Md. Faisal Mahbub Chowdhury, Alberto Lavelli, Rafael Berlanga Llavori, Roser Morante, Vincent Van Asch, Walter Daelemans, José Luís Marina, Erik M. van Mulligen, Jan A. Kors, Udo Hahn
2010	—	`conf`	OMG U got flu? Analysis of shared health messages for bio-surveillance. Semantic Mining in Biomedicine Nigel Collier, Nguyen Truong Son, Mai Nguyen Thi Ngoc
2010	—	`conf`	Towards cross-lingual alerting for bursty epidemic events. Semantic Mining in Biomedicine Nigel Collier
2010	J	`jnl`	What's unusual in online disease outbreak news? J. Biomed. Semant. Nigel Collier
2010	J	`jnl`	Wrestling with Biomedical Research Results: Language Resources and Literature Analysis. J. Bioinform. Comput. Biol. Dietrich Rebholz-Schuhmann, Nigel Collier, Jong C. Park, Limsoon Wong
2009	J	`jnl`	Classifying disease outbreak reports using n-grams and semantic features. Int. J. Medical Informatics Mike Conway, Son Doan, Ai Kawazoe, Nigel Collier
2009	J	`jnl`	The development of a schema for semantic annotation: Gain brought by a formal ontological method. Appl. Ontology Ai Kawazoe, Lihua Jin, Mika Shigematsu, Daisuke Bekki, Roberto A. Barrero, Kiyosu Taniguchi, Nigel Collier
2009	J	`jnl`	Towards role-based filtering of disease outbreak reports. J. Biomed. Informatics Son Doan, Ai Kawazoe, Mike Conway, Nigel Collier
2009	—	`conf`	Using Hedges to Enhance a Disease Outbreak Report Text Mining System. BioNLP@HLT-NAACL Mike Conway, Son Doan, Nigel Collier
2008	J	`jnl`	BioCaster: detecting public health rumors with a Web-based text mining system. Bioinform. Nigel Collier, Son Doan, Ai Kawazoe, Reiko Matsuda Goodwin, Mike Conway, Yoshio Tateno, Hung Quoc Ngo, Dinh Dien, Asanee Kawtrakul, Koichi Takeuchi, Mika Shigematsu, Kiyosu Taniguchi
2008	B	`conf`	Global Health Monitor - A Web-based System for Detecting and Mapping Infectious Diseases. IJCNLP Son Doan, Hung Quoc Ngo, Ai Kawazoe, Nigel Collier
2008	J	`jnl`	Structuring an event ontology for disease outbreak detection. BMC Bioinform. Ai Kawazoe, Hutchatai Chanlekha, Mika Shigematsu, Nigel Collier
2008	J	`jnl`	Synonym set extraction from the biomedical literature by lexical pattern discovery. BMC Bioinform. John P. McCrae, Nigel Collier
2008	B	`conf`	The Choice of Features for Classification of Verbs in Biomedical Texts. COLING Anna Korhonen, Yuval Krymolowski, Nigel Collier
2007	—	`conf`	Construction of a Vietnamese Corpora for Named Entity Recognition. RIAO Thao Pham Thi Xuan, Ai Kawazoe, Dien Dinh, Nigel Collier, Tran Quoc Tri
2007	J	`jnl`	Named entity recognition in Vietnamese using classifier voting. ACM Trans. Asian Lang. Inf. Process. Pham Thi Xuan Thao, Tran Quoc Tri, Dinh Dien, Nigel Collier
2007	—	`ed.`	Proceedings of the Semantic Authoring, Annotation and Knowledge Markup Workshop (SAAKM2007) located at the 4th International Conference on Knowledge Capture (KCap 2007), Whistler, British Columbia, Canada, October 28-31, 2007 SAAKM Siegfried Handschuh, Nigel Collier, Tudor Groza, Rose Dieng, Michael Sintek, Anita de Waard
2007	—	`conf`	The Role of Roles in Classifying Annotated Biomedical Text. BioNLP@ACL Son Doan, Ai Kawazoe, Nigel Collier
2007	—	`conf`	Topic-Based Vietnamese News Document Filtering in the BioCaster Project. ALPIT Vu Cong Duy Hoang, Nguyen Le Nguyen, Dien Dinh, Nigel Collier
2007	—	`conf`	Towards a Methodology for Entity Error Analysis in Annotated Corpora. SAAKM Qi Wei, Yuval Krymolowski, Nigel Collier
2006	J	`jnl`	A multilingual ontology for infectious disease surveillance: rationale, design and challenges. Lang. Resour. Evaluation Nigel Collier, Ai Kawazoe, Lihua Jin, Mika Shigematsu, Dinh Dien, Roberto A. Barrero, Koichi Takeuchi, Asanee Kawtrakul
2006	A*	`conf`	Automatic Classification of Verbs in Biomedical Texts. ACL Anna Korhonen, Yuval Krymolowski, Nigel Collier
2006	J	`jnl`	Recent advances in natural language processing for biomedical applications. Int. J. Medical Informatics Nigel Collier, Adeline Nazarenko, Robert H. Baud, Patrick Ruch
2006	—	`conf`	The Development of a Schema for the Annotation of Terms in the Biocaster Disease Detecting/Tracking System. KR-MED Ai Kawazoe, Lihua Jin, Mika Shigematsu, Roberto A. Barrero, Kiyosu Taniguchi, Nigel Collier
2006	J	`jnl`	Zone analysis in biology articles as a basis for information extraction. Int. J. Medical Informatics Yoko Mizuta, Anna Korhonen, Tony Mullen, Nigel Collier
2005	J	`jnl`	A baseline feature set for learning rhetorical zones using full articles in the biomedical domain. SIGKDD Explor. Tony Mullen, Yoko Mizuta, Nigel Collier
2005	J	`jnl`	Bio-medical entity extraction using support vector machines. Artif. Intell. Medicine Koichi Takeuchi, Nigel Collier
2005	B	`conf`	Exploring Predicate-Argument Relations for Named Entity Recognition in the Molecular Biology Domain. Discovery Science Tuangthong Wattarujeekrit, Nigel Collier
2005	Misc	`conf`	Towards Semantic Role Labeling & IE in the Medical Literature. AMIA Yacov Kogan, Nigel Collier, Serguei V. S. Pakhomov, Michael Krauthammer
2004	J	`jnl`	A Visual Lexical Model of Caravanserais of Silk Roads, A Tool for Semantic Access to Architectural 3D Data. J. Digit. Inf. Manag. Elham Andaroodi, Frédéric Andrès, Nigel Collier, Kinji Ono, Pierre Lebigre
2004	B	`conf`	An Annotation Scheme for a Rhetorical Analysis of Biology Articles. LREC Yoko Mizuta, Nigel Collier
2004	B	`conf`	Annotation of Coreference Relations Among Linguistic Expressions and Images in Biological Articles. LREC Ai Kawazoe, Asanobu Kitamoto, Nigel Collier
2004	J	`jnl`	Comparison of character-level and part of speech features for name recognition in biomedical texts. J. Biomed. Informatics Nigel Collier, Koichi Takeuchi
2004	—	`conf`	Incorporating topic information into semantic analysis models. ACL (Poster and Demonstration) Tony Mullen, Nigel Collier
2004	—	`conf`	Integrating Event Frame Annotation into the Open Ontology Forge Annotation Tool. SemAnnot@ISWC Tuangthong Wattarujeekrit, Nigel Collier
2004	—	`conf`	Introduction to the Bio-entity Recognition Task at JNLPBA. NLPBA/BioNLP Nigel Collier, Jin-Dong Kim
2004	—	`conf`	Managing the semantics of coreference relations with Open Ontology Forge. SemAnnot@ISWC Ai Kawazoe, Asanobu Kitamoto, Nigel Collier
2004	J	`jnl`	PASBio: predicate-argument structures for event extraction in molecular biology. BMC Bioinform. Tuangthong Wattarujeekrit, Parantu K. Shah, Nigel Collier
2004	—	`ed.`	Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications, NLPBA/BioNLP 2004, Geneva, Switzerland, August 28-29, 2004 NLPBA/BioNLP Nigel Collier, Patrick Ruch, Adeline Nazarenko
2004	A*	`conf`	Sentiment Analysis using Support Vector Machines with Diverse Information Sources. EMNLP Tony Mullen, Nigel Collier
2004	—	`conf`	Zone Identification in Biology Articles as a Basis for Information Extraction. NLPBA/BioNLP Yoko Mizuta, Nigel Collier
2003	B	`conf`	A Framework for Integrating Deep and Shallow Semantic Structures in Text Mining. KES Nigel Collier, Koichi Takeuchi, Ai Kawazoe, Tony Mullen, Tuangthong Wattarujeekrit
2003	—	`conf`	Bio-Medical Entity Extraction using Support Vector Machines. BioNLP@ACL Koichi Takeuchi, Nigel Collier
2002	B	`conf`	PIA-Core: Semantic Annotation through Example-based Learning. LREC Nigel Collier, Koichi Takeuchi
2002	—	`ed.`	Proceedings of the ECAI 2002 Workshop on Semantic Authoring, Annotation & Knowledge Markup, SAAKM@ECAI 2002, Lyon, France, July 22-26, 2002 SAAKM@ECAI Siegfried Handschuh, Nigel Collier, Rose Dieng, Steffen Staab
2002	B	`conf`	Progress on Multi-lingual Named Entity Annotation Guidelines using RDF (S). LREC Nigel Collier, Koichi Takeuchi, Chikashi Nobata, Junichi Fukumoto, Norihiro Ogata
2002	B	`conf`	Use of Support Vector Machines in Extended Named Entity Recognition. CoNLL Koichi Takeuchi, Nigel Collier
2001	J	`jnl`	A Framework for Cross-Language Information Access: Application to English and Japanese. Comput. Humanit. Gareth J. F. Jones, Nigel Collier, Tetsuya Sakai, Kazuo Sumita, Hideki Hirakawa
2001	—	`conf`	Machine Learning for Information Extraction from XML marked-up text on the Semantic Web. SemWeb Nigel Collier
2000	—	`conf`	Building an Annotated Corpus in the Molecular-Biology Domain. SAIC@COLING Yuka Tateisi, Tomoko Ohta, Nigel Collier, Chikashi Nobata, Jun'ichi Tsujii
2000	B	`conf`	Extracting the Names of Genes and Gene Products with a Hidden Markov Model. COLING Nigel Collier, Chikashi Nobata, Jun'ichi Tsujii
1999	A*	`conf`	A Comparison of Query Translation Methods for English-Japanese Cross-Language Information Retrieval (poster abstract). SIGIR Gareth J. F. Jones, Tetsuya Sakai, Nigel Collier, Akira Kumano, Kazuo Sumita
1999	A	`conf`	The GENIA project: corpus-based knowledge acquisition and information extraction from genome research papers. EACL Nigel Collier, Hyun Seok Park, Norihiro Ogata, Yuka Tateishi, Chikashi Nobata, Tomoko Ohta, Tateshi Sekimizu, Hisao Imai, Katsutoshi Ibushi, Jun'ichi Tsujii
1998	—	`conf`	An Experiment in Hybrid Dictionary and Statistical Sentence Alignment. COLING-ACL Nigel Collier, Kenji Ono, Hideki Hirakawa
1998	—	`conf`	Machine Translation versus Dictionary Term Translation - A Comparison for English-Japanese News Article Alignment. COLING-ACL Nigel Collier, Hideki Hirakawa, Akira Kumano
1997	—	`conf`	Convergence Time Characteristics of an Associative Memory for Natural Language Processing. IJCAI Nigel Collier
1996	J	`jnl`	Storage of Natural Language Sentences in a Hopfield Network CoRR Nigel Collier