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2020 – today
- 2024
[c53]Joe Stacey, Marek Rei:
Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation. ACL (Findings) 2024: 2239-2258- [c52]Christopher Davis, Andrew Caines, Øistein E. Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery:
Prompting open-source and commercial language models for grammatical error correction of English learner text. ACL (Findings) 2024: 11952-11967 - [c51]Mireia Hernandez Caralt, Clarence Boon Liang Ng, Marek Rei:
Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records. BioNLP@ACL 2024: 243-255 - [c50]Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Oana-Maria Camburu, Marek Rei:
Atomic Inference for NLI with Generated Facts as Atoms. EMNLP 2024: 10188-10204 - [c49]Matthieu Meeus, Shubham Jain, Marek Rei, Yves-Alexandre de Montjoye:
Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models. USENIX Security Symposium 2024 - [i46]Christopher Davis, Andrew Caines, Øistein E. Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery:
Prompting open-source and commercial language models for grammatical error correction of English learner text. CoRR abs/2401.07702 (2024) - [i45]Mireia Hernandez Caralt, Clarence Boon Liang Ng, Marek Rei:
Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records. CoRR abs/2405.11622 (2024) - [i44]Matthieu Meeus, Shubham Jain, Marek Rei, Yves-Alexandre de Montjoye:
Inherent Challenges of Post-Hoc Membership Inference for Large Language Models. CoRR abs/2406.17975 (2024) - [i43]Zhenhao Li, Marek Rei, Lucia Specia:
DiffuseDef: Improved Robustness to Adversarial Attacks. CoRR abs/2407.00248 (2024) - [i42]Nikolai Rozanov, Marek Rei:
StateAct: State Tracking and Reasoning for Acting and Planning with Large Language Models. CoRR abs/2410.02810 (2024) - 2023
- [c48]Andrew Caines, Luca Benedetto, Shiva Taslimipoor, Christopher Davis, Yuan Gao, Øistein E. Andersen, Zheng Yuan, Mark Elliott, Russell Moore, Christopher Bryant, Marek Rei, Helen Yannakoudakis, Andrew Mullooly, Diane Nicholls, Paula Buttery:
On the Application of Large Language Models for Language Teaching and Assessment Technology. LLM@AIED 2023: 173-197 - [c47]Stuart Mesham, Christopher Bryant, Marek Rei, Zheng Yuan:
An Extended Sequence Tagging Vocabulary for Grammatical Error Correction. EACL (Findings) 2023: 1563-1574 - [c46]Clarence Boon Liang Ng, Diogo Santos, Marek Rei:
Modelling Temporal Document Sequences for Clinical ICD Coding. EACL 2023: 1632-1641 - [c45]Abhilasha Ravichander, Joe Stacey, Marek Rei:
When and Why Does Bias Mitigation Work? EMNLP (Findings) 2023: 9233-9247 - [i41]Stuart Mesham, Christopher Bryant, Marek Rei, Zheng Yuan:
An Extended Sequence Tagging Vocabulary for Grammatical Error Correction. CoRR abs/2302.05913 (2023) - [i40]Clarence Boon Liang Ng, Diogo Santos, Marek Rei:
Modelling Temporal Document Sequences for Clinical ICD Coding. CoRR abs/2302.12666 (2023) - [i39]Kamil Bujel, Andrew Caines, Helen Yannakoudakis, Marek Rei:
Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers. CoRR abs/2303.07991 (2023) - [i38]Joe Stacey, Marek Rei:
Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation. CoRR abs/2305.13067 (2023) - [i37]Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Oana-Maria Camburu, Marek Rei:
Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms. CoRR abs/2305.13214 (2023) - [i36]Andrew Caines, Luca Benedetto, Shiva Taslimipoor, Christopher Davis, Yuan Gao, Oeistein Andersen, Zheng Yuan, Mark Elliott, Russell Moore, Christopher Bryant, Marek Rei, Helen Yannakoudakis, Andrew Mullooly, Diane Nicholls, Paula Buttery:
On the application of Large Language Models for language teaching and assessment technology. CoRR abs/2307.08393 (2023) - [i35]Matthieu Meeus, Shubham Jain, Marek Rei, Yves-Alexandre de Montjoye:
Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models. CoRR abs/2310.15007 (2023) - 2022
- [c44]Joe Stacey, Yonatan Belinkov, Marek Rei:
Supervising Model Attention with Human Explanations for Robust Natural Language Inference. AAAI 2022: 11349-11357 - [c43]Michael Tänzer, Sebastian Ruder, Marek Rei:
Memorisation versus Generalisation in Pre-trained Language Models. ACL (1) 2022: 7564-7578 - [c42]Christopher Davis, Christopher Bryant, Andrew Caines, Marek Rei, Paula Buttery:
Probing for targeted syntactic knowledge through grammatical error detection. CoNLL 2022: 360-373 - [c41]Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Marek Rei:
Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models. EMNLP 2022: 3809-3823 - [c40]Zhenhao Li, Marek Rei, Lucia Specia:
Multimodal Conversation Modelling for Topic Derailment Detection. EMNLP (Findings) 2022: 5115-5127 - [c39]Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia:
Guiding Visual Question Generation. NAACL-HLT 2022: 1640-1654 - [e3]Sebastian Riedel, Eunsol Choi, Andreas Vlachos, James Thorne, Marek Rei, Fabio Petroni:
4th Conference on Automated Knowledge Base Construction, AKBC 2022, London, UK, November 3-5, 2022. 2022 [contents] - [i34]Joe Stacey, Pasquale Minervini
, Haim Dubossarsky, Marek Rei:
Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models. CoRR abs/2205.11432 (2022) - [i33]Christopher Davis, Christopher Bryant, Andrew Caines, Marek Rei, Paula Buttery:
Probing for targeted syntactic knowledge through grammatical error detection. CoRR abs/2210.16228 (2022) - 2021
- [c38]Nicole Peinelt, Marek Rei, Maria Liakata:
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method. EMNLP (Findings) 2021: 2322-2336 - [c37]Zhenhao Li, Marek Rei, Lucia Specia:
Visual Cues and Error Correction for Translation Robustness. EMNLP (Findings) 2021: 3153-3168 - [c36]Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova:
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. ICWSM 2021: 503-512 - [c35]Kamil Bujel, Helen Yannakoudakis, Marek Rei:
Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers. RepL4NLP@ACL-IJCNLP 2021: 195-205 - [i32]Zhenhao Li, Marek Rei, Lucia Specia:
Improving Translation Robustness with Visual Cues and Error Correction. CoRR abs/2103.07352 (2021) - [i31]Kamil Bujel, Helen Yannakoudakis, Marek Rei:
Turning transformer attention weights into zero-shot sequence labelers. CoRR abs/2103.14465 (2021) - [i30]Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova:
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. CoRR abs/2104.03928 (2021) - [i29]Joe Stacey, Yonatan Belinkov, Marek Rei:
Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention. CoRR abs/2104.08142 (2021) - [i28]Michael Tänzer, Sebastian Ruder, Marek Rei:
BERT memorisation and pitfalls in low-resource scenarios. CoRR abs/2105.00828 (2021) - [i27]Dan Hirlea, Christopher Bryant, Marek Rei:
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports. CoRR abs/2110.03727 (2021) - [i26]Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia:
Guiding Visual Question Generation. CoRR abs/2110.08226 (2021) - [i25]Jordan Clive, Kris Cao, Marek Rei:
Control Prefixes for Text Generation. CoRR abs/2110.08329 (2021) - 2020
- [c34]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. ACL 2020: 2872-2882 - [c33]Omid Rohanian, Marek Rei, Shiva Taslimipoor, Le An Ha:
Verbal Multiword Expressions for Identification of Metaphor. ACL 2020: 2890-2895 - [c32]Andrew Caines, Christian Bentz, Kate M. Knill, Marek Rei, Paula Buttery:
Grammatical error detection in transcriptions of spoken English. COLING 2020: 2144-2162 - [c31]Miruna Pislar, Marek Rei:
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels. COLING 2020: 3761-3775 - [c30]Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard:
Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses. EMNLP (1) 2020: 8467-8478 - [e2]Spandana Gella, Johannes Welbl, Marek Rei, Fabio Petroni, Patrick S. H. Lewis, Emma Strubell, Min Joon Seo, Hannaneh Hajishirzi:
Proceedings of the 5th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2020, Online, July 9, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-15-6 [contents] - [i24]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR abs/2005.05264 (2020) - [i23]Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard:
Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses. CoRR abs/2010.07574 (2020) - [i22]Nicole Peinelt, Marek Rei, Maria Liakata:
GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method. CoRR abs/2010.12532 (2020) - [i21]Miruna Pislar, Marek Rei:
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels. CoRR abs/2011.00470 (2020)
2010 – 2019
- 2019
- [c29]Marek Rei, Anders Søgaard:
Jointly Learning to Label Sentences and Tokens. AAAI 2019: 6916-6923 - [c28]Jeroen Van Hautte, Guy Emerson, Marek Rei:
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models. DeepLo@EMNLP-IJCNLP 2019: 31-39 - [c27]Samuel J. Bell, Helen Yannakoudakis, Marek Rei:
Context is Key: Grammatical Error Detection with Contextual Word Representations. BEA@ACL 2019: 103-115 - [c26]Zheng Yuan, Felix Stahlberg, Marek Rei, Bill Byrne, Helen Yannakoudakis:
Neural and FST-based approaches to grammatical error correction. BEA@ACL 2019: 228-239 - [c25]Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen:
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. EMNLP/IJCNLP (1) 2019: 1273-1278 - [c24]Verna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova:
Modelling the interplay of metaphor and emotion through multitask learning. EMNLP/IJCNLP (1) 2019: 2218-2229 - [c23]Simon Flachs, Ophélie Lacroix, Marek Rei, Helen Yannakoudakis, Anders Søgaard:
A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors. NAACL-HLT (1) 2019: 2418-2427 - [c22]Guy Aglionby, Christopher Davis, Pushkar Mishra, Andrew Caines, Helen Yannakoudakis, Marek Rei, Ekaterina Shutova, Paula Buttery:
CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets. SemEval@NAACL-HLT 2019: 556-563 - [e1]Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei:
Proceedings of the 4th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2019, Florence, Italy, August 2, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-35-2 [contents] - [i20]Samuel J. Bell, Helen Yannakoudakis, Marek Rei:
Context is Key: Grammatical Error Detection with Contextual Word Representations. CoRR abs/1906.06593 (2019) - [i19]Jeroen Van Hautte, Guy Emerson, Marek Rei:
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models. CoRR abs/1910.00275 (2019) - [i18]Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen:
Semi-supervised Bootstrapping of Dialogue State Trackers for Task Oriented Modelling. CoRR abs/1911.11672 (2019) - 2018
- [c21]Marek Rei, Daniela Gerz, Ivan Vulic:
Scoring Lexical Entailment with a Supervised Directional Similarity Network. ACL (2) 2018: 638-643 - [c20]Maria Barrett, Joachim Bingel, Nora Hollenstein, Marek Rei, Anders Søgaard:
Sequence Classification with Human Attention. CoNLL 2018: 302-312 - [c19]Marek Rei, Anders Søgaard:
Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. NAACL-HLT 2018: 293-302 - [c18]Yiannos Stathopoulos, Simon Baker, Marek Rei, Simone Teufel:
Variable Typing: Assigning Meaning to Variables in Mathematical Text. NAACL-HLT 2018: 303-312 - [i17]Ronan Cummins, Marek Rei:
Neural Multi-task Learning in Automated Assessment. CoRR abs/1801.06830 (2018) - [i16]Marek Rei, Anders Søgaard:
Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. CoRR abs/1805.02214 (2018) - [i15]Marek Rei, Daniela Gerz, Ivan Vulic:
Scoring Lexical Entailment with a Supervised Directional Similarity Network. CoRR abs/1805.09355 (2018) - [i14]Marek Rei, Anders Søgaard:
Jointly Learning to Label Sentences and Tokens. CoRR abs/1811.05949 (2018) - [i13]Marek Rei, Joshua Oppenheimer, Marek Sirendi:
Advance Prediction of Ventricular Tachyarrhythmias using Patient Metadata and Multi-Task Networks. CoRR abs/1811.12938 (2018) - 2017
- [c17]Marek Rei:
Semi-supervised Multitask Learning for Sequence Labeling. ACL (1) 2017: 2121-2130 - [c16]Marek Rei, Helen Yannakoudakis:
Auxiliary Objectives for Neural Error Detection Models. BEA@EMNLP 2017: 33-43 - [c15]Youmna Farag, Marek Rei, Ted Briscoe:
An Error-Oriented Approach to Word Embedding Pre-Training. BEA@EMNLP 2017: 149-158 - [c14]Marek Rei:
Detecting Off-topic Responses to Visual Prompts. BEA@EMNLP 2017: 188-197 - [c13]Marek Rei, Mariano Felice, Zheng Yuan, Ted Briscoe:
Artificial Error Generation with Machine Translation and Syntactic Patterns. BEA@EMNLP 2017: 287-292 - [c12]Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova:
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. EMNLP 2017: 1537-1546 - [c11]Helen Yannakoudakis, Marek Rei, Øistein E. Andersen, Zheng Yuan:
Neural Sequence-Labelling Models for Grammatical Error Correction. EMNLP 2017: 2795-2806 - [i12]Marek Rei:
Semi-supervised Multitask Learning for Sequence Labeling. CoRR abs/1704.07156 (2017) - [i11]Marek Rei, Helen Yannakoudakis:
Auxiliary Objectives for Neural Error Detection Models. CoRR abs/1707.05227 (2017) - [i10]Marek Rei:
Detecting Off-topic Responses to Visual Prompts. CoRR abs/1707.05233 (2017) - [i9]Marek Rei, Mariano Felice, Zheng Yuan, Ted Briscoe:
Artificial Error Generation with Machine Translation and Syntactic Patterns. CoRR abs/1707.05236 (2017) - [i8]Youmna Farag, Marek Rei, Ted Briscoe:
An Error-Oriented Approach to Word Embedding Pre-Training. CoRR abs/1707.06841 (2017) - [i7]Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova:
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. CoRR abs/1709.00575 (2017) - 2016
- [c10]Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei:
Automatic Text Scoring Using Neural Networks. ACL (1) 2016 - [c9]Marek Rei, Helen Yannakoudakis:
Compositional Sequence Labeling Models for Error Detection in Learner Writing. ACL (1) 2016 - [c8]Marek Rei, Ronan Cummins:
Sentence Similarity Measures for Fine-Grained Estimation of Topical Relevance in Learner Essays. BEA@NAACL-HLT 2016: 283-288 - [c7]Marek Rei, Gamal K. O. Crichton, Sampo Pyysalo:
Attending to Characters in Neural Sequence Labeling Models. COLING 2016: 309-318 - [c6]Kris Cao, Marek Rei:
A Joint Model for Word Embedding and Word Morphology. Rep4NLP@ACL 2016: 18-26 - [i6]Kris Cao, Marek Rei:
A Joint Model for Word Embedding and Word Morphology. CoRR abs/1606.02601 (2016) - [i5]Marek Rei, Ronan Cummins:
Sentence Similarity Measures for Fine-Grained Estimation of Topical Relevance in Learner Essays. CoRR abs/1606.03144 (2016) - [i4]Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei:
Automatic Text Scoring Using Neural Networks. CoRR abs/1606.04289 (2016) - [i3]Marek Rei, Helen Yannakoudakis:
Compositional Sequence Labeling Models for Error Detection in Learner Writing. CoRR abs/1607.06153 (2016) - [i2]Marek Rei, Gamal K. O. Crichton, Sampo Pyysalo:
Attending to Characters in Neural Sequence Labeling Models. CoRR abs/1611.04361 (2016) - 2015
- [c5]Marek Rei:
Online Representation Learning in Recurrent Neural Language Models. EMNLP 2015: 238-243 - [i1]Marek Rei:
Online Representation Learning in Recurrent Neural Language Models. CoRR abs/1508.03854 (2015) - 2014
- [c4]Marek Rei, Ted Briscoe:
Looking for Hyponyms in Vector Space. CoNLL 2014: 68-77 - 2013
- [b1]Marek Rei:
Minimally supervised dependency-based methods for natural language processing. University of Cambridge, UK, 2013 - [c3]Marek Rei, Ted Briscoe:
Parser lexicalisation through self-learning. HLT-NAACL 2013: 391-400 - 2011
- [c2]Marek Rei, Ted Briscoe:
Unsupervised Entailment Detection between Dependency Graph Fragments. BioNLP@ACL 2011: 10-18 - [p1]Ted Briscoe, Karl Harrison, Andrew Naish, Andy Parker, Marek Rei, Advaith Siddharthan, David Sinclair, Mark Slater, Rebecca Watson:
Intelligent Information Access from Scientific Papers. Current Challenges in Patent Information Retrieval 2011: 329-342 - 2010
- [c1]Marek Rei, Ted Briscoe:
Combining Manual Rules and Supervised Learning for Hedge Cue and Scope Detection. CoNLL Shared Task 2010: 56-63
Coauthor Index
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