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Nigel 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,