| 2026 | ACL | AgentCoMa: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios. | Lisa Alazraki, Lihu Chen, Ana Brassard, Joe Stacey, Hossein A. Rahmani, Marek Rei |
| 2026 | EACL | Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection. | Joe Stacey, Lisa Alazraki, Aran Ubhi, Beyza Ermis, Aaron Mueller, Marek Rei |
| 2025 | ACL | DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising. | Zhenhao Li, Huichi Zhou, Marek Rei, Lucia Specia |
| 2025 | EMNLP | No Need for Explanations: LLMs can implicitly learn from mistakes in-context. | Lisa Alazraki, Maximilian Mozes, Jon Ander Campos, Yi Chern Tan, Marek Rei, Max Bartolo |
| 2025 | MICCAI | Predictive Multimodal Modeling of Diagnoses and Treatments in EHR. | Shih-Ting Cindy Huang, Clarence Boon Liang Ng, Marek Rei |
| 2025 | NAACL | Meta-Reasoning Improves Tool Use in Large Language Models. | Lisa Alazraki, Marek Rei |
| 2024 | ACL | Prompting open-source and commercial language models for grammatical error correction of English learner text. | Christopher Davis, Andrew Caines, istein E. Andersen, Shiva Taslimipoor, Helen Yannakoudakis, Zheng Yuan, Christopher Bryant, Marek Rei, Paula Buttery |
| 2024 | ACL | Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation. | Joe Stacey, Marek Rei |
| 2024 | EMNLP | Atomic Inference for NLI with Generated Facts as Atoms. | Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Oana-Maria Camburu, Marek Rei |
| 2023 | AIED | On the Application of Large Language Models for Language Teaching and Assessment Technology. | Andrew Caines, Luca Benedetto, Shiva Taslimipoor, Christopher Davis, Yuan Gao, istein E. Andersen, Zheng Yuan, Mark Elliott, Russell Moore, Christopher Bryant, Marek Rei, Helen Yannakoudakis, Andrew Mullooly, Diane Nicholls, Paula Buttery |
| 2023 | EACL | An Extended Sequence Tagging Vocabulary for Grammatical Error Correction. | Stuart Mesham, Christopher Bryant, Marek Rei, Zheng Yuan |
| 2023 | EACL | Modelling Temporal Document Sequences for Clinical ICD Coding. | Clarence Boon Liang Ng, Diogo Santos, Marek Rei |
| 2023 | EMNLP | When and Why Does Bias Mitigation Work? | Abhilasha Ravichander, Joe Stacey, Marek Rei |
| 2022 | AAAI | Supervising Model Attention with Human Explanations for Robust Natural Language Inference. | Joe Stacey, Yonatan Belinkov, Marek Rei |
| 2022 | ACL | Memorisation versus Generalisation in Pre-trained Language Models. | Michael Tnzer, Sebastian Ruder, Marek Rei |
| 2022 | CoNLL | Probing for targeted syntactic knowledge through grammatical error detection. | Christopher Davis, Christopher Bryant, Andrew Caines, Marek Rei, Paula Buttery |
| 2022 | EMNLP | Multimodal Conversation Modelling for Topic Derailment Detection. | Zhenhao Li, Marek Rei, Lucia Specia |
| 2022 | EMNLP | Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models. | Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Marek Rei |
| 2022 | NAACL | Guiding Visual Question Generation. | Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia |
| 2021 | EMNLP | Visual Cues and Error Correction for Translation Robustness. | Zhenhao Li, Marek Rei, Lucia Specia |
| 2021 | EMNLP | GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method. | Nicole Peinelt, Marek Rei, Maria Liakata |
| 2021 | ICWSM | How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. | Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova |
| 2020 | ACL | Multidirectional Associative Optimization of Function-Specific Word Representations. | Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen |
| 2020 | ACL | Verbal Multiword Expressions for Identification of Metaphor. | Omid Rohanian, Marek Rei, Shiva Taslimipoor, Le An Ha |
| 2020 | COLING | Grammatical error detection in transcriptions of spoken English. | Andrew Caines, Christian Bentz, Kate M. Knill, Marek Rei, Paula Buttery |
| 2020 | COLING | Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels. | Miruna Pislar, Marek Rei |
| 2020 | EMNLP | Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses. | Simon Flachs, Ophlie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Sgaard |
| 2019 | AAAI | Jointly Learning to Label Sentences and Tokens. | Marek Rei, Anders Sgaard |
| 2019 | EMNLP | Modelling the interplay of metaphor and emotion through multitask learning. | Verna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova |
| 2019 | EMNLP | Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. | Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen |
| 2019 | NAACL | A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors. | Simon Flachs, Ophlie Lacroix, Marek Rei, Helen Yannakoudakis, Anders Sgaard |
| 2018 | ACL | Scoring Lexical Entailment with a Supervised Directional Similarity Network. | Marek Rei, Daniela Gerz, Ivan Vulic |
| 2018 | CoNLL | Sequence Classification with Human Attention. | Maria Barrett, Joachim Bingel, Nora Hollenstein, Marek Rei, Anders Sgaard |
| 2018 | NAACL | Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. | Marek Rei, Anders Sgaard |
| 2018 | NAACL | Variable Typing: Assigning Meaning to Variables in Mathematical Text. | Yiannos Stathopoulos, Simon Baker, Marek Rei, Simone Teufel |
| 2017 | ACL | Semi-supervised Multitask Learning for Sequence Labeling. | Marek Rei |
| 2017 | EMNLP | Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. | Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova |
| 2017 | EMNLP | Neural Sequence-Labelling Models for Grammatical Error Correction. | Helen Yannakoudakis, Marek Rei, istein E. Andersen, Zheng Yuan |
| 2016 | ACL | Automatic Text Scoring Using Neural Networks. | Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei |
| 2016 | ACL | Compositional Sequence Labeling Models for Error Detection in Learner Writing. | Marek Rei, Helen Yannakoudakis |
| 2016 | COLING | Attending to Characters in Neural Sequence Labeling Models. | Marek Rei, Gamal K. O. Crichton, Sampo Pyysalo |
| 2015 | EMNLP | Online Representation Learning in Recurrent Neural Language Models. | Marek Rei |
| 2014 | CoNLL | Looking for Hyponyms in Vector Space. | Marek Rei, Ted Briscoe |
| 2013 | NAACL | Parser lexicalisation through self-learning. | Marek Rei, Ted Briscoe |
| 2010 | CoNLL | Combining Manual Rules and Supervised Learning for Hedge Cue and Scope Detection. | Marek Rei, Ted Briscoe |