Damien Sileo

According to our database, Damien Sileo authored at least 24 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & 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 Wu, Enrico Shippole, Kurt D. Bollacker, Tongshuang Wu, Luis Villa, Sandy Pentland, Deb Roy, Sara Hooker

CoRR, 2023

Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence.

Wei Sun, Mingxiao Li, Damien Sileo, Jesse Davis, Marie-Francine Moens

CoRR, 2023

When Do Discourse Markers Affect Computational Sentence Understanding?

Ruiqi Li, Liesbeth Allein, Damien Sileo, Marie-Francine Moens

CoRR, 2023

Generating multiple-choice questions for medical question answering with distractors and cue-masking.

Damien Sileo, Kanimozhi Uma, Marie-Francine Moens

CoRR, 2023

tasksource: Structured Dataset Preprocessing Annotations for Frictionless Extreme Multi-Task Learning and Evaluation.

Damien Sileo

CoRR, 2023

Probing neural language models for understanding of words of estimative probability.

Damien Sileo, Marie-Francine Moens

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic.

Damien Sileo, Antoine Lernould

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

A Pragmatics-Centered Evaluation Framework for Natural Language Understanding.

Damien Sileo, Philippe Muller, Tim Van de Cruys, Camille Pradel

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Analysis and Prediction of NLP Models via Task Embeddings.

Damien Sileo, Marie-Francine Moens

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Zero-Shot Recommendation as Language Modeling.

Damien Sileo, Wout Vossen, Robbe Raymaekers

Proceedings of the Advances in Information Retrieval, 2022

2021

Visual Grounding Strategies for Text-Only Natural Language Processing.

Damien Sileo

CoRR, 2021

LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features.

Erfan Ghadery, Damien Sileo, Marie-Francine Moens

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

2020

DiscSense: Automated Semantic Analysis of Discourse Markers.

Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Question Answering When Knowledge Bases are Incomplete.

Camille Pradel, Damien Sileo, Álvaro Rodrigo, Anselmo Peñas, Eneko Agirre

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

2019

Semantic and Discursive Representation for Natural Language Understanding. (Représentations sémantiques et discursives pour la compréhension automatique du langage naturel).

Damien Sileo

PhD thesis, 2019

Discourse-Based Evaluation of Language Understanding.

Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller

CoRR, 2019

Composition of Sentence Embeddings: Lessons from Statistical Relational Learning.

Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller

CoRR, 2019

Aprentissage non-supervisé pour l'appariement et l'étiquetage de cas cliniques en français - DEFT2019 (Unsupervised learning for matching and labelling of french clincal cases - DEFT2019 ).

Damien Sileo, Tim Van de Cruys, Philippe Muller, Camille Pradel

Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL), 2019

Composition of Embeddings : Lessons from Statistical Relational Learning.

Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller

Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

Mining Discourse Markers for Unsupervised Sentence Representation Learning.

Damien Sileo, Tim Van de Cruys, Camille Pradel, Philippe Muller

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Concaténation de réseaux de neurones pour la classification de tweets, DEFT2018 (Concatenation of neural networks for tweets classification, DEFT2018 ).

Damien Sileo, Tim Van de Cruys, Philippe Muller, Camille Pradel

Proceedings of the Actes de la Conférence CORIA-TALN-RJC - Volume 2, 2018

Analyse en rôles sémantiques pour le résumé automatique.

Elyase Lassouli, Yasmine Mesbahi, Camille Pradel, Damien Sileo

Proceedings of the Extraction et Gestion des Connaissances, 2018

2017

Synapse at CAp 2017 NER challenge: Fasttext CRF.

Damien Sileo, Camille Pradel, Philippe Muller, Tim Van de Cruys

CoRR, 2017

Changement stylistique de phrases par apprentissage faiblement supervisé (Textual Style Transfer using Weakly Supervised Learning).

Damien Sileo, Camille Pradel, Philippe Muller, Tim Van de Cruys

Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017