Publications
You can also find my articles on my Google Scholar profile.
- MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic
Damien Sileo, Antoine Lernould
Proceeding of EMNLP2023 Findings - Probing neural language models for understanding of words of estimative probability
Damien Sileo, Marie-Francine Moens
Proceeding of *SEM2023 - Zero-Shot Recommendations as Language Modeling
Damien Sileo, Wout Vossen, Robbe Raymaekers
Proceeding of ECIR2022 - Analysis and Prediction of NLP Models Via Task Embeddings
Damien Sileo, Marie-Francine Moens
Proceedings of LREC2022 - A Pragmatics-Centered Evaluation Framework for Natural Language Understanding
Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
Proceedings of LREC2022 - When Do Discourse Markers Affect Computational Sentence Understanding?
Ruiqi Li, Liesbeth Allein, Damien Sileo, Marie-Francine Moens
Trends in Linguistics Studies and Monographs 2022 - NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation, section B.33
Kaustubh Dhole, Damien Sileo
NEJLT2023 - Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Sohl-Dickstein, Damien Sileo et al. (large collaboration)
JMLR2023 - Unsupervised pre-training of neural networks on satellite imagery improves food insecurity forecasting
Damien Sileo, Wout Opsommer, Ruben Van Laer, Ruben Cartuyvels
3rd NOAA workshop on Leveraging AI in Environmental Sciences - Visual Grounding Strategies for Text-Only Natural Language Processing
Damien Sileo
The Third Workshop Beyond Vision and LANguage: inTEgrating Real-world kNowledge - DIRT: Distributed Internal Regression Transformer
Nathan Cornille, Damien Sileo, Marie-Francine Moens
From Neuroscience to Artificially Intelligent Systems 2020 - DiscSense: Automated Semantic Analysis of Discourse Markers
Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
Proceedings of LREC2020 - Question Answering When Knowledge Bases are Incomplete
Camille Pradel, Damien Sileo, Álvaro Rodrigo, Anselmo Peñas, Eneko Agirre
Proceedings of CLEF2020 - Mining Discours Markers For Unsupervised Sentence Representation Learning
Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
Proceedings of NAACL2019 - Composition of Sentence Embeddings: Lessons from Statistical Relational Learning
Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
Proceedings of *SEM2019 - Understanding BERT Transformer: Attention isn’t all you need
Damien Sileo
Towards Data Science, 2019 - Matching Words and Knowledge Graph Entities with Meta-Embeddings
Damien Sileo, Camille Pradel, Anselmo Peñas, Guillermo Eschegoyen, Mark Cieliebak, Ander Barena, Eneko Aguirre
Proceedings of CAP2019 - Analyse en rôles sémantiques pour le résumé automatique
Elyase Lassouli, Yasmine Mesbahi, Camille Pradel, Damien Sileo
Proceedings of EGC2018 - Changement stylistique de phrases par apprentissage faiblement supervisé
Damien Sileo, Tim Van De Cruys, Camille Pradel, Philippe Muller
Proceedings of TALN2017 - Apprentissage relationnel pour la recommandation et la prédiction de données manquantes
Damien Sileo, Vincent Guigue
Proceedings of CAP2017