Marek Rei

AgentCoMa: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios ACL 2026 Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection EACL 2026 No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025 StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025 DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025 Meta-Reasoning Improves Tool Use in Large Language Models NAACL 2025 Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records ACL 2024 Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ACL 2024 Prompting open-source and commercial language models for grammatical error correction of English learner text ACL 2024 Atomic Inference for NLI with Generated Facts as Atoms EMNLP 2024 Modelling Temporal Document Sequences for Clinical ICD Coding EACL 2023 An Extended Sequence Tagging Vocabulary for Grammatical Error Correction EACL 2023 When and Why Does Bias Mitigation Work? EMNLP 2023 Probing for targeted syntactic knowledge through grammatical error detection CONLL 2022 Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022 Probing for targeted syntactic knowledge through grammatical error detection EMNLP 2022 Memorisation versus Generalisation in Pre-trained Language Models ACL 2022 Control Prefixes for Parameter-Efficient Text Generation EMNLP 2022 Guiding Visual Question Generation NAACL 2022 Multimodal Conversation Modelling for Topic Derailment Detection EMNLP 2022 Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022 Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ACL 2021 Visual Cues and Error Correction for Translation Robustness EMNLP 2021 Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers IJCNLP 2021 GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021 Multidirectional Associative Optimization of Function-Specific Word Representations ACL 2020 Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses EMNLP 2020 Grammatical error detection in transcriptions of spoken English COLING 2020 Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels COLING 2020 Verbal Multiword Expressions for Identification of Metaphor ACL 2020 Context is Key: Grammatical Error Detection with Contextual Word Representations ACL 2019 Jointly Learning to Label Sentences and Tokens AAAI 2019 Neural and FST-based approaches to grammatical error correction ACL 2019 Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) ACL 2019 Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP 2019 Modelling the interplay of metaphor and emotion through multitask learning EMNLP 2019 Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models EMNLP 2019 Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling IJCNLP 2019 Modelling the interplay of metaphor and emotion through multitask learning IJCNLP 2019 A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors NAACL 2019 CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets SEMEVAL 2019 Sequence Classification with Human Attention CONLL 2018 Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens NAACL 2018 Variable Typing: Assigning Meaning to Variables in Mathematical Text NAACL 2018 Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL 2018 Neural Sequence-Labelling Models for Grammatical Error Correction EMNLP 2017 Semi-supervised Multitask Learning for Sequence Labeling ACL 2017 Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection EMNLP 2017 Attending to Characters in Neural Sequence Labeling Models COLING 2016 Compositional Sequence Labeling Models for Error Detection in Learner Writing ACL 2016 Automatic Text Scoring Using Neural Networks ACL 2016 Online Representation Learning in Recurrent Neural Language Models EMNLP 2015 Looking for Hyponyms in Vector Space CONLL 2014 Parser lexicalisation through self-learning NAACL 2013 Combining Manual Rules and Supervised Learning for Hedge Cue and Scope Detection CONLL 2010