Publications

You can also find my articles on my Google Scholar profile.

1. Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars
   Damien Sileo
   Proceedings of EMNLP2024
   
2. tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework
   Damien Sileo
   Proceedings of LREC-COLING2024
   
3. A large-scale audit of dataset licensing and attribution in AI
   Shayne Longpre, Robert Mahari, Anthony Chen, Naana Obeng-Marnu, Damien Sileo, William Brannon, Niklas Muennighoff, Nathan Khazam, Jad Kabbara, Kartik Perisetla, Xinyi (Alexis) Wu, Enrico Shippole, Kurt Bollacker, Tongshuang Wu, Luis Villa, Sandy Pentland, Sara Hooker
   Nature Machine Intelligence, 2024
   
4. MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic
   Damien Sileo, Antoine Lernould
   Proceeding of EMNLP2023 Findings
   
5. Probing neural language models for understanding of words of estimative probability
   Damien Sileo, Marie-Francine Moens
   Proceeding of *SEM2023
   
6. Zero-Shot Recommendations as Language Modeling
   Damien Sileo, Wout Vossen, Robbe Raymaekers
   Proceeding of ECIR2022
   
7. Analysis and Prediction of NLP Models Via Task Embeddings
   Damien Sileo, Marie-Francine Moens
   Proceedings of LREC2022
   
8. A Pragmatics-Centered Evaluation Framework for Natural Language Understanding
   Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
   Proceedings of LREC2022
   
9. When Do Discourse Markers Affect Computational Sentence Understanding?
   Ruiqi Li, Liesbeth Allein, Damien Sileo, Marie-Francine Moens
   Trends in Linguistics Studies and Monographs 2022
   
10. NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation, section B.33
    Kaustubh Dhole, Damien Sileo
    NEJLT2023
    
11. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    Sohl-Dickstein, Damien Sileo et al. (large collaboration)
    JMLR2023
    
12. DiscSense: Automated Semantic Analysis of Discourse Markers
    Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
    Proceedings of LREC2020
    
13. Mining Discours Markers For Unsupervised Sentence Representation Learning
    Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
    Proceedings of NAACL2019
    
14. Composition of Sentence Embeddings: Lessons from Statistical Relational Learning
    Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
    Proceedings of *SEM2019