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ORCIDNigel Collier
Nigel H. Collier
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- affiliation: University of Cambridge, UK
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2020 – today
- 2023
[j46]Yixuan Su, Nigel Collier:
Contrastive Search Is What You Need For Neural Text Generation. Trans. Mach. Learn. Res. 2023 (2023)- [c104]Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier:
On the Effectiveness of Parameter-Efficient Fine-Tuning. AAAI 2023: 12799-12807 - [c103]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: 10381-10399 - [c102]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: 12756-12770 - [c101]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL 2023: 2081-2097 - [i63]Zihao Fu, Anthony Man-Cho So, Nigel Collier:
A Stability Analysis of Fine-Tuning a Pre-Trained Model. CoRR abs/2301.09820 (2023) - [i62]Meiru Zhang, Yixuan Su, Zaiqiao Meng, Zihao Fu, Nigel Collier:
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction. CoRR abs/2303.14452 (2023) - [i61]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 abs/2304.04052 (2023) - [i60]Jiuzhou Han, Nigel Collier, Wray L. Buntine, Ehsan Shareghi:
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs. CoRR abs/2305.12392 (2023) - [i59]Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier:
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. CoRR abs/2305.13066 (2023) - [i58]Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, Anya Okhmatovskaia, David L. Buckeridge, Nigel Collier:
BAND: Biomedical Alert News Dataset. CoRR abs/2305.14480 (2023) - [i57]Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu:
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. CoRR abs/2308.16463 (2023) - [i56]Baian Chen, Chang Shu, Ehsan Shareghi, Nigel Collier, Karthik Narasimhan, Shunyu Yao:
FireAct: Toward Language Agent Fine-tuning. CoRR abs/2310.05915 (2023) - [i55]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 abs/2310.10226 (2023) - [i54]Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier:
POSQA: Probe the World Models of LLMs with Size Comparisons. CoRR abs/2310.13394 (2023) - [i53]Tiancheng Hu, Yara Kyrychenko, Steve Rathje, Nigel Collier, Sander van der Linden, Jon Roozenbeek:
Generative Language Models Exhibit Social Identity Biases. CoRR abs/2310.15819 (2023) - 2022
- [j45]Mohammad Taher Pilehvar, Adam Bernard, Damian Smedley, Nigel Collier
:
PheneBank: a literature-based database of phenotypes. Bioinform. 38(4): 1179-1180 (2022) - [j44]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): 4446-4448 (2022) - [j43]Hoang-Quynh Le, Duy-Cat Can, Nigel Collier:
Exploiting document graphs for inter sentence relation extraction. J. Biomed. Semant. 13(1): 15 (2022) - [j42]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:
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. npj Digit. Medicine 5 (2022) - [c100]Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
Incorporating Stock Market Signals for Twitter Stance Detection. ACL (1) 2022: 4074-4091 - [c99]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) 2022: 4353-4374 - [c98]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: 4798-4810 - [c97]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) 2022: 5412-5424 - [c96]Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier:
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. AACL/IJCNLP (2) 2022: 210-220 - [c95]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: 488-496 - [c94]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: 387-391 - [c93]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: 2497-2507 - [c92]Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier:
A Contrastive Framework for Neural Text Generation. NeurIPS 2022 - [i52]Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier:
A Contrastive Framework for Neural Text Generation. CoRR abs/2202.06417 (2022) - [i51]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. CoRR abs/2203.08307 (2022) - [i50]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR abs/2205.00267 (2022) - [i49]Fangyu Liu, Guy Emerson, Nigel Collier:
Visual Spatial Reasoning. CoRR abs/2205.00363 (2022) - [i48]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 abs/2205.02655 (2022) - [i47]Nigel H. Collier, Fangyu Liu, Ehsan Shareghi:
On Reality and the Limits of Language Data. CoRR abs/2208.11981 (2022) - [i46]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 abs/2209.12786 (2022) - [i45]Aleksander Ficek, Fangyu Liu, Nigel Collier:
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER. CoRR abs/2209.15108 (2022) - [i44]Yixuan Su, Nigel Collier:
Contrastive Search Is What You Need For Neural Text Generation. CoRR abs/2210.14140 (2022) - [i43]Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier:
On the Effectiveness of Parameter-Efficient Fine-Tuning. CoRR abs/2211.15583 (2022) - [i42]Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier:
Plug-and-Play Recipe Generation with Content Planning. CoRR abs/2212.05093 (2022) - [i41]Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel H. Collier, Julian Martin Eisenschlos:
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. CoRR abs/2212.09662 (2022) - [i40]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 abs/2212.10505 (2022) - 2021
- [j41]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: 2152-2161 (2021) - [c91]Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier:
Visual Pivoting for (Unsupervised) Entity Alignment. AAAI 2021: 4257-4266 - [c90]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: 560-569 - [c89]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) 2021: 565-574 - [c88]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: 1740-1751 - [c87]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: 304-312 - [c86]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL 2021: 562-574 - [c85]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: 1-7 - [c84]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: 234-243 - [c83]Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier:
Plan-then-Generate: Controlled Data-to-Text Generation via Planning. EMNLP (Findings) 2021: 895-909 - [c82]Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier:
Few-Shot Table-to-Text Generation with Prototype Memory. EMNLP (Findings) 2021: 910-917 - [c81]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: 1442-1459 - [c80]Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier:
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. EMNLP (1) 2021: 4672-4681 - [c79]Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) 2021: 10467-10485 - [c78]Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier:
Self-Alignment Pretraining for Biomedical Entity Representations. NAACL-HLT 2021: 4228-4238 - [c77]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: 34-46 - [c76]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: 181-187 - [i39]Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier:
Non-Autoregressive Text Generation with Pre-trained Language Models. CoRR abs/2102.08220 (2021) - [i38]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR abs/2104.08027 (2021) - [i37]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR abs/2105.14398 (2021) - [i36]Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier:
Few-Shot Table-to-Text Generation with Prototype Memory. CoRR abs/2108.12516 (2021) - [i35]Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier:
Plan-then-Generate: Controlled Data-to-Text Generation via Planning. CoRR abs/2108.13740 (2021) - [i34]Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier:
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT. CoRR abs/2109.04810 (2021) - [i33]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR abs/2109.09237 (2021) - [i32]Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. CoRR abs/2109.13238 (2021) - [i31]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 abs/2110.08173 (2021) - [i30]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR abs/2110.08443 (2021) - [i29]Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier:
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. CoRR abs/2111.04198 (2021) - 2020
- [j40]Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier:
A pragmatic guide to geoparsing evaluation. Lang. Resour. Evaluation 54(3): 683-712 (2020) - [c75]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: 1715-1724 - [c74]Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier:
COMETA: A Corpus for Medical Entity Linking in the Social Media. EMNLP (1) 2020: 3122-3137 - [c73]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: 4086-4101 - [i28]Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu:
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR abs/2004.02202 (2020) - [i27]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 abs/2004.02214 (2020) - [i26]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 abs/2005.00388 (2020) - [i25]Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier:
Hierarchical Sparse Variational Autoencoder for Text Encoding. CoRR abs/2009.12421 (2020) - [i24]Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier:
Visual Pivoting for (Unsupervised) Entity Alignment. CoRR abs/2009.13603 (2020) - [i23]Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier:
COMETA: A Corpus for Medical Entity Linking in the Social Media. CoRR abs/2010.03295 (2020) - [i22]Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier:
Self-alignment Pre-training for Biomedical Entity Representations. CoRR abs/2010.11784 (2020) - [i21]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 abs/2012.14756 (2020)
2010 – 2019
- 2019
- [c72]Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI 2019: 6900-6907 - [c71]Marco Basaldella, Nigel Collier:
BioReddit: Word Embeddings for User-Generated Biomedical NLP. LOUHI@EMNLP 2019: 34-38 - [c70]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: 118-127 - [c69]Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier:
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. NAACL-HLT (1) 2019: 1968-1976 - [c68]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: 2902-2912 - [i20]Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier:
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. CoRR abs/1904.02996 (2019) - [i19]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 abs/1909.13668 (2019) - [i18]Son Doan, Mike Conway, Nigel Collier:
An Empirical Study of Sections in Classifying Disease Outbreak Reports. CoRR abs/1911.09319 (2019) - [i17]Son Doan, Quoc Hung Ngo, Ai Kawazoe, Nigel Collier:
Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases. CoRR abs/1911.09735 (2019) - 2018
- [j39]Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier:
What's missing in geographical parsing? Lang. Resour. Evaluation 52(2): 603-623 (2018) - [c67]Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier:
Which Melbourne? Augmenting Geocoding with Maps. ACL (1) 2018: 1285-1296 - [c66]Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier:
Modeling the Fake News Challenge as a Cross-Level Stance Detection Task. CIKM Workshops 2018 - [c65]Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier:
Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. EMNLP 2018: 1391-1401 - [c64]Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier:
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. EMNLP 2018: 1959-1970 - [c63]Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar, Nigel Collier:
Large-scale Exploration of Neural Relation Classification Architectures. EMNLP 2018: 2266-2277 - [i16]Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier:
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. CoRR abs/1808.07724 (2018) - [i15]Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier:
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. CoRR abs/1808.09308 (2018) - [i14]Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier:
A Pragmatic Guide to Geoparsing Evaluation. CoRR abs/1810.12368 (2018) - [i13]Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. CoRR abs/1811.04983 (2018) - 2017
- [c62]Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier:
Vancouver Welcomes You! Minimalist Location Metonymy Resolution. ACL (1) 2017: 1248-1259 - [c61]Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier:
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. ACL (1) 2017: 1857-1869 - [c60]Mohammad Taher Pilehvar, Nigel Collier:
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources. EACL (2) 2017: 388-393 - [c59]Hoang-Quynh Le, Duy-Cat Can, Thanh Hai Dang, Mai-Vu Tran, Quang-Thuy Ha, Nigel Collier:
Improving chemical-induced disease relation extraction with learned features based on convolutional neural network. KSE 2017: 292-297 - [c58]José Camacho-Collados, Mohammad Taher Pilehvar, Nigel Collier, Roberto Navigli:
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity. SemEval@ACL 2017: 15-26 - [c57]Nigel Collier, Nut Limsopatham, Aron Culotta, Mike Conway, Ingemar J. Cox, Vasileios Lampos:
WSDM 2017 Workshop on Mining Online Health Reports: MOHRS 2017. WSDM 2017: 825-826 - [i12]Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Learning Rare Word Representations using Semantic Bridging. CoRR abs/1707.07554 (2017) - [i11]Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier:
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. CoRR abs/1710.06632 (2017) - 2016
- [j38]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:
The digital revolution in phenotyping. Briefings Bioinform. 17(5): 819-830 (2016) - [j37]Hoang-Quynh Le, Mai-Vu Tran, Thanh Hai Dang, Quang-Thuy Ha, Nigel Collier:
Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. Database J. Biol. Databases Curation 2016 (2016) - [j36]Hoang-Quynh Le,