| 2026 | ACL | Adaptive Text Anonymization: Learning Privacy-Utility Trade-offs via Prompt Optimization. | Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi |
| 2026 | EACL | Logic Haystacks: Probing LLMs' Long-Context Logical Reasoning (Without Easily Identifiable Unrelated Padding). | Damien Sileo |
| 2025 | EMNLP | Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization. | Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi |
| 2025 | IJCNLP | Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification. | Damien Sileo |
| 2024 | COLING | DISRPT: A Multilingual, Multi-domain, Cross-framework Benchmark for Discourse Processing. | Chlo Braud, Amir Zeldes, Laura Rivire, Yang Janet Liu, Philippe Muller, Damien Sileo, Tatsuya Aoyama |
| 2024 | COLING | tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework. | Damien Sileo |
| 2024 | COLING | Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking. | Damien Sileo, Kanimozhi Uma, Marie-Francine Moens |
| 2024 | EMNLP | Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars. | Damien Sileo |
| 2023 | EMNLP | MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic. | Damien Sileo, Antoine Lernould |
| 2022 | ECIR | Zero-Shot Recommendation as Language Modeling. | Damien Sileo, Wout Vossen, Robbe Raymaekers |
| 2022 | LREC | Analysis and Prediction of NLP Models via Task Embeddings. | Damien Sileo, Marie-Francine Moens |
| 2022 | LREC | A Pragmatics-Centered Evaluation Framework for Natural Language Understanding. | Damien Sileo, Philippe Muller, Tim Van de Cruys, Camille Pradel |
| 2020 | LREC | DiscSense: Automated Semantic Analysis of Discourse Markers. | Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller |
| 2019 | NAACL | Mining Discourse Markers for Unsupervised Sentence Representation Learning. | Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller |