Nigel Collier

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 134

Top Venues

Publications

Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. CoRR (2024)
Tiancheng Hu, Nigel Collier
Quantifying the Persona Effect in LLM Simulations. CoRR (2024)
Yinhong Liu, Yimai Fang, David Vandyke, Nigel Collier
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles. CoRR (2024)
Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier
On the Effectiveness of Parameter-Efficient Fine-Tuning. AAAI (2023)
Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. CoRR (2023)
Zihao Fu, Anthony Man-Cho So, Nigel Collier
A Stability Analysis of Fine-Tuning a Pre-Trained Model. CoRR (2023)
Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. CoRR (2023)
Yixuan Su, Nigel Collier
Contrastive Search Is What You Need For Neural Text Generation. Trans. Mach. Learn. Res. 2023 (2023)
Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, Anya Okhmatovskaia, David L. Buckeridge, Nigel Collier
BAND: Biomedical Alert News Dataset. CoRR (2023)
Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier
POSQA: Probe the World Models of LLMs with Size Comparisons. CoRR (2023)
Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. EMNLP (2023)
Tiancheng Hu, Yara Kyrychenko, Steve Rathje, Nigel Collier, Sander van der Linden, Jon Roozenbeek
Generative Language Models Exhibit Social Identity Biases. CoRR (2023)
Baian Chen, Chang Shu, Ehsan Shareghi, Nigel Collier, Karthik Narasimhan, Shunyu Yao
FireAct: Toward Language Agent Fine-tuning. CoRR (2023)
Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. CoRR (2023)
Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. NeurIPS (2023)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL (2023)
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. ACL (1) (2023)
Jiuzhou Han, Nigel Collier, Wray L. Buntine, Ehsan Shareghi
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs. CoRR (2023)
Meiru Zhang, Yixuan Su, Zaiqiao Meng, Zihao Fu, Nigel Collier
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction. CoRR (2023)
Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier
POSQA: Probe the World Models of LLMs with Size Comparisons. EMNLP (Findings) (2023)
Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions. CoRR (2023)
Zihao Fu, Wai Lam, Qian Yu, Anthony Man-Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder. CoRR (2023)
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
DePlot: One-shot visual language reasoning by plot-to-table translation. ACL (Findings) (2023)
Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
Improving Word Translation via Two-Stage Contrastive Learning. CoRR (2022)
Honghan Wu, Minhong Wang, Jinge Wu, Farah Francis, Yun-Hsuan Chang, Alex Shavick, Hang Dong, Michael T. C. 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
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. npj Digit. Medicine 5 (2022)
Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier
Language Models Can See: Plugging Visual Controls in Text Generation. CoRR (2022)
Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
Plug-and-Play Recipe Generation with Content Planning. CoRR (2022)
Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
Incorporating Stock Market Signals for Twitter Stance Detection. ACL (1) (2022)
Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. ACL (1) (2022)
Anya Okhmatovskaia, Yannan Shen, Iris Ganser, Nigel Collier, Nicholas B. King, Zaiqiao Meng, David L. Buckeridge
A Conceptual Framework for Representing Events Under Public Health Surveillance. MIE (2022)
Fangyu Liu, Julian Eisenschlos, Jeremy R. Cole, Nigel Collier
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. AACL/IJCNLP (2) (2022)
Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. CoRR (2022)
Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
A Contrastive Framework for Neural Text Generation. NeurIPS (2022)
Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) (2022)
Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) (2022)
Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. NAACL-HLT (Findings) (2022)
Aleksander Ficek, Fangyu Liu, Nigel Collier
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. AACL/IJCNLP (2) (2022)
Aleksander Ficek, Fangyu Liu, Nigel Collier
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. CoRR (2022)
Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier
On the Effectiveness of Parameter-Efficient Fine-Tuning. CoRR (2022)
Fangyu Liu, Guy Emerson, Nigel Collier
Visual Spatial Reasoning. CoRR (2022)
Hoang-Quynh Le, Duy-Cat Can, Nigel Collier
Exploiting document graphs for inter sentence relation extraction. J. Biomed. Semant. 13 (1) (2022)
Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
A Contrastive Framework for Neural Text Generation. CoRR (2022)
Zaiqiao Meng, Anya Okhmatovskaia, Maxime Polleri, Yannan Shen, Guido Powell, Zihao Fu, Iris Ganser, Meiru Zhang, Nicholas B. King, David L. Buckeridge, Nigel Collier
BioCaster in 2021: automatic disease outbreaks detection from global news media. Bioinform. 38 (18) (2022)
Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley, Nigel Collier
PheneBank: a literature-based database of phenotypes. Bioinform. 38 (4) (2022)
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
DePlot: One-shot visual language reasoning by plot-to-table translation. CoRR (2022)
Yixuan Su, Nigel Collier
Contrastive Search Is What You Need For Neural Text Generation. CoRR (2022)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR (2022)
Thomas Hikaru Clark, Costanza Conforti, Fangyu Liu, Zaiqiao Meng, Ehsan Shareghi, Nigel Collier
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection. W-NUT (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR (2021)
Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation. ACL/IJCNLP (Findings) (2021)
Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
Few-Shot Table-to-Text Generation with Prototype Memory. CoRR (2021)
Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier
PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier
Visual Pivoting for (Unsupervised) Entity Alignment. AAAI (2021)
Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR (2021)
Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
Plan-then-Generate: Controlled Data-to-Text Generation via Planning. EMNLP (Findings) (2021)
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
Dialogue Response Selection with Hierarchical Curriculum Learning. ACL/IJCNLP (1) (2021)
Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
Plan-then-Generate: Controlled Data-to-Text Generation via Planning. CoRR (2021)
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) (2021)
Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. CoRR (2021)
Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. CoRR (2021)
Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR (2021)
Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL (2021)
Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier
Self-Alignment Pretraining for Biomedical Entity Representations. NAACL-HLT (2021)
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
Visually Grounded Reasoning across Languages and Cultures. CoRR (2021)
Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. EACL (Hackashop) (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. EMNLP (1) (2021)
Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
Few-Shot Table-to-Text Generation with Prototype Memory. EMNLP (Findings) (2021)
Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. EMNLP (1) (2021)
Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. WASSA@EACL (2021)
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
Non-Autoregressive Text Generation with Pre-trained Language Models. CoRR (2021)
Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders. RepL4NLP@ACL-IJCNLP (2021)
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
Non-Autoregressive Text Generation with Pre-trained Language Models. EACL (2021)
Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. CoRR (2021)
Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier
COMETA: A Corpus for Medical Entity Linking in the Social Media. EMNLP (1) (2020)
Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval. EMNLP (Findings) (2020)
Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier
COMETA: A Corpus for Medical Entity Linking in the Social Media. CoRR (2020)
Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter. CoRR (2020)
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
Dialogue Response Selection with Hierarchical Curriculum Learning. CoRR (2020)
Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier
A pragmatic guide to geoparsing evaluation. Lang. Resour. Evaluation 54 (3) (2020)
Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR (2020)
Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier
Visual Pivoting for (Unsupervised) Entity Alignment. CoRR (2020)
Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier
Self-alignment Pre-training for Biomedical Entity Representations. CoRR (2020)
Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
Hierarchical Sparse Variational Autoencoder for Text Encoding. CoRR (2020)
Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter. ACL (2020)
Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR (2020)
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI (2019)
Son Doan, Quoc Hung Ngo, Ai Kawazoe, Nigel Collier
Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases. CoRR (2019)
Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. CoRR (2019)
Son Doan, Mike Conway, Nigel Collier
An Empirical Study of Sections in Classifying Disease Outbreak Reports. CoRR (2019)
Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha, Nigel Collier
A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction. NAACL-HLT (1) (2019)
Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. NGT@EMNLP-IJCNLP (2019)
Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. NAACL-HLT (1) (2019)
Marco Basaldella, Nigel Collier
BioReddit: Word Embeddings for User-Generated Biomedical NLP. LOUHI@EMNLP (2019)
Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. CoRR (2019)
Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. CoRR (2018)
Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier
Modeling the Fake News Challenge as a Cross-Level Stance Detection Task. CIKM Workshops (2018)
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. CoRR (2018)
Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. EMNLP (2018)

Nigel Collier.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nigel Collier