Marek Rei

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 92

Top Venues

CoRR

EMNLP (Findings)

EMNLP

BEA@EMNLP

University of Cambridge, UK (PHD)

Education History

University of Cambridge, UK

PHD

Publications

Matthieu Meeus, Shubham Jain, Marek Rei, Yves-Alexandre de Montjoye
Inherent Challenges of Post-Hoc Membership Inference for Large Language Models. CoRR (2024)
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)
Joe Stacey, Marek Rei
Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation. ACL (Findings) (2024)
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 (2024)
Zhenhao Li, Marek Rei, Lucia Specia
DiffuseDef: Improved Robustness to Adversarial Attacks. CoRR (2024)
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)
Mireia Hernandez Caralt, Clarence Boon Liang Ng, Marek Rei
Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records. CoRR (2024)
Kamil Bujel, Andrew Caines, Helen Yannakoudakis, Marek Rei
Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers. CoRR (2023)
Abhilasha Ravichander, Joe Stacey, Marek Rei
When and Why Does Bias Mitigation Work? EMNLP (Findings) (2023)
Stuart Mesham, Christopher Bryant, Marek Rei, Zheng Yuan
An Extended Sequence Tagging Vocabulary for Grammatical Error Correction. CoRR (2023)
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 (2023)
Stuart Mesham, Christopher Bryant, Marek Rei, Zheng Yuan
An Extended Sequence Tagging Vocabulary for Grammatical Error Correction. EACL (Findings) (2023)
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)
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 (2023)
Clarence Boon Liang Ng, Diogo Santos, Marek Rei
Modelling Temporal Document Sequences for Clinical ICD Coding. EACL (2023)
Joe Stacey, Marek Rei
Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation. CoRR (2023)
Clarence Boon Liang Ng, Diogo Santos, Marek Rei
Modelling Temporal Document Sequences for Clinical ICD Coding. CoRR (2023)
Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Oana-Maria Camburu, Marek Rei
Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms. CoRR (2023)
Michael Tänzer, Sebastian Ruder, Marek Rei
Memorisation versus Generalisation in Pre-trained Language Models. ACL (1) (2022)
Zhenhao Li, Marek Rei, Lucia Specia
Multimodal Conversation Modelling for Topic Derailment Detection. EMNLP (Findings) (2022)
Christopher Davis, Christopher Bryant, Andrew Caines, Marek Rei, Paula Buttery
Probing for targeted syntactic knowledge through grammatical error detection. CoRR (2022)
Christopher Davis, Christopher Bryant, Andrew Caines, Marek Rei, Paula Buttery
Probing for targeted syntactic knowledge through grammatical error detection. CoNLL (2022)
Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia
Guiding Visual Question Generation. NAACL-HLT (2022)
Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Marek Rei
Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models. CoRR (2022)
Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Marek Rei
Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models. EMNLP (2022)
Joe Stacey, Yonatan Belinkov, Marek Rei
Supervising Model Attention with Human Explanations for Robust Natural Language Inference. AAAI (2022)
Zhenhao Li, Marek Rei, Lucia Specia
Improving Translation Robustness with Visual Cues and Error Correction. CoRR (2021)
Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. ICWSM (2021)
Dan Hirlea, Christopher Bryant, Marek Rei
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports. CoRR (2021)
Kamil Bujel, Helen Yannakoudakis, Marek Rei
Turning transformer attention weights into zero-shot sequence labelers. CoRR (2021)
Zhenhao Li, Marek Rei, Lucia Specia
Visual Cues and Error Correction for Translation Robustness. EMNLP (Findings) (2021)
Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. CoRR (2021)
Jordan Clive, Kris Cao, Marek Rei
Control Prefixes for Text Generation. CoRR (2021)
Kamil Bujel, Helen Yannakoudakis, Marek Rei
Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers. RepL4NLP@ACL-IJCNLP (2021)
Joe Stacey, Yonatan Belinkov, Marek Rei
Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention. CoRR (2021)
Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia
Guiding Visual Question Generation. CoRR (2021)
Nicole Peinelt, Marek Rei, Maria Liakata
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method. EMNLP (Findings) (2021)
Michael Tänzer, Sebastian Ruder, Marek Rei
BERT memorisation and pitfalls in low-resource scenarios. CoRR (2021)
Miruna Pislar, Marek Rei
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels. COLING (2020)
Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard
Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses. CoRR (2020)
Andrew Caines, Christian Bentz, Kate Knill, Marek Rei, Paula Buttery
Grammatical error detection in transcriptions of spoken English. COLING (2020)
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)
Miruna Pislar, Marek Rei
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels. CoRR (2020)
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR (2020)
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
Multidirectional Associative Optimization of Function-Specific Word Representations. ACL (2020)
Nicole Peinelt, Marek Rei, Maria Liakata
GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method. CoRR (2020)
Omid Rohanian, Marek Rei, Shiva Taslimipoor, Le An Ha
Verbal Multiword Expressions for Identification of Metaphor. ACL (2020)
Samuel Bell, Helen Yannakoudakis, Marek Rei
Context is Key: Grammatical Error Detection with Contextual Word Representations. BEA@ACL (2019)
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)
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)
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)
Zheng Yuan, Felix Stahlberg, Marek Rei, Bill Byrne, Helen Yannakoudakis
Neural and FST-based approaches to grammatical error correction. BEA@ACL (2019)
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)
Marek Rei, Anders Søgaard
Jointly Learning to Label Sentences and Tokens. AAAI (2019)
Samuel Bell, Helen Yannakoudakis, Marek Rei
Context is Key: Grammatical Error Detection with Contextual Word Representations. CoRR (2019)
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 (2019)
Jeroen Van Hautte, Guy Emerson, Marek Rei
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models. CoRR (2019)
Verna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova
Modelling the interplay of metaphor and emotion through multitask learning. EMNLP/IJCNLP (1) (2019)
Marek Rei, Daniela Gerz, Ivan Vulic
Scoring Lexical Entailment with a Supervised Directional Similarity Network. CoRR (2018)
Marek Rei, Anders Søgaard
Jointly Learning to Label Sentences and Tokens. CoRR (2018)
Marek Rei, Joshua Oppenheimer, Marek Sirendi
Advance Prediction of Ventricular Tachyarrhythmias using Patient Metadata and Multi-Task Networks. CoRR (2018)
Marek Rei, Daniela Gerz, Ivan Vulic
Scoring Lexical Entailment with a Supervised Directional Similarity Network. ACL (2) (2018)
Ronan Cummins, Marek Rei
Neural Multi-task Learning in Automated Assessment. CoRR (2018)
Yiannos Stathopoulos, Simon Baker, Marek Rei, Simone Teufel
Variable Typing: Assigning Meaning to Variables in Mathematical Text. NAACL-HLT (2018)
Maria Barrett, Joachim Bingel, Nora Hollenstein, Marek Rei, Anders Søgaard
Sequence Classification with Human Attention. CoNLL (2018)
Marek Rei, Anders Søgaard
Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. CoRR (2018)
Marek Rei, Anders Søgaard
Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. NAACL-HLT (2018)
Marek Rei, Mariano Felice, Zheng Yuan, Ted Briscoe
Artificial Error Generation with Machine Translation and Syntactic Patterns. CoRR (2017)
Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. CoRR (2017)
Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. EMNLP (2017)
Marek Rei
Semi-supervised Multitask Learning for Sequence Labeling. CoRR (2017)
Youmna Farag, Marek Rei, Ted Briscoe
An Error-Oriented Approach to Word Embedding Pre-Training. CoRR (2017)
Marek Rei
Detecting Off-topic Responses to Visual Prompts. CoRR (2017)
Marek Rei
Detecting Off-topic Responses to Visual Prompts. BEA@EMNLP (2017)
Marek Rei, Helen Yannakoudakis
Auxiliary Objectives for Neural Error Detection Models. CoRR (2017)
Youmna Farag, Marek Rei, Ted Briscoe
An Error-Oriented Approach to Word Embedding Pre-Training. BEA@EMNLP (2017)
Marek Rei
Semi-supervised Multitask Learning for Sequence Labeling. ACL (1) (2017)
Marek Rei, Mariano Felice, Zheng Yuan, Ted Briscoe
Artificial Error Generation with Machine Translation and Syntactic Patterns. BEA@EMNLP (2017)
Marek Rei, Helen Yannakoudakis
Auxiliary Objectives for Neural Error Detection Models. BEA@EMNLP (2017)
Helen Yannakoudakis, Marek Rei, Øistein E. Andersen, Zheng Yuan
Neural Sequence-Labelling Models for Grammatical Error Correction. EMNLP (2017)
Marek Rei, Helen Yannakoudakis
Compositional Sequence Labeling Models for Error Detection in Learner Writing. CoRR (2016)
Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei
Automatic Text Scoring Using Neural Networks. ACL (1) (2016)
Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei
Automatic Text Scoring Using Neural Networks. CoRR (2016)
Kris Cao, Marek Rei
A Joint Model for Word Embedding and Word Morphology. CoRR (2016)
Kris Cao, Marek Rei
A Joint Model for Word Embedding and Word Morphology. Rep4NLP@ACL (2016)
Marek Rei, Helen Yannakoudakis
Compositional Sequence Labeling Models for Error Detection in Learner Writing. ACL (1) (2016)
Marek Rei, Gamal K. O. Crichton, Sampo Pyysalo
Attending to Characters in Neural Sequence Labeling Models. COLING (2016)
Marek Rei, Gamal K. O. Crichton, Sampo Pyysalo
Attending to Characters in Neural Sequence Labeling Models. CoRR (2016)
Marek Rei, Ronan Cummins
Sentence Similarity Measures for Fine-Grained Estimation of Topical Relevance in Learner Essays. BEA@NAACL-HLT (2016)
Marek Rei, Ronan Cummins
Sentence Similarity Measures for Fine-Grained Estimation of Topical Relevance in Learner Essays. CoRR (2016)
Marek Rei
Online Representation Learning in Recurrent Neural Language Models. EMNLP (2015)
Marek Rei
Online Representation Learning in Recurrent Neural Language Models. CoRR (2015)
Marek Rei, Ted Briscoe
Looking for Hyponyms in Vector Space. CoNLL (2014)
Marek Rei, Ted Briscoe
Parser lexicalisation through self-learning. HLT-NAACL (2013)
Marek Rei, Ted Briscoe
Unsupervised Entailment Detection between Dependency Graph Fragments. BioNLP@ACL (2011)
Marek Rei, Ted Briscoe
Combining Manual Rules and Supervised Learning for Hedge Cue and Scope Detection. CoNLL Shared Task (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marek Rei