| 2024 | EMNLP | To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models. | Bastien Litard, Pascal Denis, Mikaela Keller |
| 2024 | EMNLP | MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos. | Cennet Oguz, Pascal Denis, Simon Ostermann, Emmanuel Vincent, Natalia Skachkova, Josef van Genabith |
| 2023 | EACL | Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks. | Joseph Renner, Pascal Denis, Rmi Gilleron, Angle Brunellire |
| 2023 | EMNLP | Fair Without Leveling Down: A New Intersectional Fairness Definition. | Gaurav Maheshwari, Aurlien Bellet, Pascal Denis, Mikaela Keller |
| 2023 | EMNLP | Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization. | Cennet Oguz, Pascal Denis, Emmanuel Vincent, Simon Ostermann, Josef van Genabith |
| 2023 | EMNLP | WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment. | Joseph Renner, Pascal Denis, Rmi Gilleron |
| 2022 | EMNLP | Fair NLP Models with Differentially Private Text Encoders. | Gaurav Maheshwari, Pascal Denis, Mikaela Keller, Aurlien Bellet |
| 2022 | IJCNLP | Chop and Change: Anaphora Resolution in Instructional Cooking Videos. | Cennet Oguz, Ivana Kruijff-Korbayov, Emmanuel Vincent, Pascal Denis, Josef van Genabith |
| 2019 | ESANN | Modal sense classification with task-specific context embeddings. | Bo Li, Mathieu Dehouck, Pascal Denis |
| 2019 | ESANN | Learning Rich Event Representations and Interactions for Temporal Relation Classification. | Onkar Arun Pandit, Pascal Denis, Liva Ralaivola |
| 2019 | NAACL | Phylogenic Multi-Lingual Dependency Parsing. | Mathieu Dehouck, Pascal Denis |
| 2018 | EMNLP | A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images. | Melissa Ailem, Bowen Zhang, Aurlien Bellet, Pascal Denis, Fei Sha |
| 2018 | EMNLP | A Framework for Understanding the Role of Morphology in Universal Dependency Parsing. | Mathieu Dehouck, Pascal Denis |
| 2017 | EACL | Delexicalized Word Embeddings for Cross-lingual Dependency Parsing. | Mathieu Dehouck, Pascal Denis |
| 2017 | EACL | Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm. | Pascal Denis, Liva Ralaivola |
| 2016 | EMNLP | Learning Connective-based Word Representations for Implicit Discourse Relation Identification. | Chlo Braud, Pascal Denis |
| 2015 | AAAI | Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures. | Emmanuel Lassalle, Pascal Denis |
| 2015 | EMNLP | Comparing Word Representations for Implicit Discourse Relation Classification. | Chlo Braud, Pascal Denis |
| 2014 | COLING | Combining Natural and Artificial Examples to Improve Implicit Discourse Relation Identification. | Chlo Braud, Pascal Denis |
| 2013 | ACL | Improving pairwise coreference models through feature space hierarchy learning. | Emmanuel Lassalle, Pascal Denis |
| 2013 | SIGdial | Expressivity and comparison of models of discourse structure. | Antoine Venant, Nicholas Asher, Philippe Muller, Pascal Denis, Stergos D. Afantenos |
| 2012 | COLING | Constrained Decoding for Text-Level Discourse Parsing. | Philippe Muller, Stergos D. Afantenos, Pascal Denis, Nicholas Asher |
| 2011 | ACL | French TimeBank: An ISO-TimeML Annotated Reference Corpus. | Andr Bittar, Pascal Amsili, Pascal Denis, Laurence Danlos |
| 2011 | IJCAI | Predicting Globally-Coherent Temporal Structures from Texts via Endpoint Inference and Graph Decomposition. | Pascal Denis, Philippe Muller |
| 2010 | COLING | Benchmarking of Statistical Dependency Parsers for French. | Marie Candito, Joakim Nivre, Pascal Denis, Enrique Henestroza Anguiano |
| 2010 | COLING | Comparison of different algebras for inducing the temporal structure of texts. | Pascal Denis, Philippe Muller |
| 2010 | LREC | Learning Recursive Segments for Discourse Parsing. | Stergos D. Afantenos, Pascal Denis, Philippe Muller, Laurence Danlos |
| 2010 | LREC | Statistical French Dependency Parsing: Treebank Conversion and First Results. | Marie Candito, Benot Crabb, Pascal Denis |
| 2009 | PACLIC | Coupling an Annotated Corpus and a Morphosyntactic Lexicon for State-of-the-Art POS Tagging with Less Human Effort. | Pascal Denis, Benot Sagot |
| 2008 | EMNLP | Specialized Models and Ranking for Coreference Resolution. | Pascal Denis, Jason Baldridge |
| 2007 | IJCAI | A Ranking Approach to Pronoun Resolution. | Pascal Denis, Jason Baldridge |
| 2007 | NAACL | Joint Determination of Anaphoricity and Coreference Resolution using Integer Programming. | Pascal Denis, Jason Baldridge |