| 2025 | ACL | On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings. | Deniz Ekin Yavas, Timothe Bernard, Benot Crabb, Laura Kallmeyer |
| 2024 | ACL | CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow. | Nathanal Beau, Benot Crabb |
| 2024 | EMNLP | NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data. | Sergei Bogdanov, Alexandre Constantin, Timothe Bernard, Benot Crabb, Etienne Bernard |
| 2022 | ACL | The impact of lexical and grammatical processing on generating code from natural language. | Nathanal Beau, Benot Crabb |
| 2022 | ACL | How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks. | Bingzhi Li, Guillaume Wisniewski, Benot Crabb |
| 2022 | LREC | BERTrade: Using Contextual Embeddings to Parse Old French. | Loc Grobol, Mathilde Regnault, Pedro Javier Ortiz Surez, Benot Sagot, Laurent Romary, Benot Crabb |
| 2022 | NAACL | Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations. | Antoine Simoulin, Benot Crabb |
| 2021 | ACL | How Many Layers and Why? An Analysis of the Model Depth in Transformers. | Antoine Simoulin, Benot Crabb |
| 2021 | EACL | Contrasting distinct structured views to learn sentence embeddings. | Antoine Simoulin, Benot Crabb |
| 2021 | EMNLP | Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement. | Bingzhi Li, Guillaume Wisniewski, Benot Crabb |
| 2020 | LREC | FrSemCor: Annotating a French Corpus with Supersenses. | Lucie Barque, Pauline Haas, Richard Huyghe, Delphine Tribout, Marie Candito, Benot Crabb, Vincent Segonne |
| 2020 | LREC | FlauBERT: Unsupervised Language Model Pre-training for French. | Hang Le, Loc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benot Crabb, Laurent Besacier, Didier Schwab |
| 2019 | EMNLP | Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signal. | Benot Crabb, Murielle Fabre, Christophe Pallier |
| 2017 | EACL | Incremental Discontinuous Phrase Structure Parsing with the GAP Transition. | Maximin Coavoux, Benot Crabb |
| 2017 | EACL | Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks. | Maximin Coavoux, Benot Crabb |
| 2016 | ACL | Neural Greedy Constituent Parsing with Dynamic Oracles. | Maximin Coavoux, Benot Crabb |
| 2016 | COLING | Boosting for Efficient Model Selection for Syntactic Parsing. | Rachel Bawden, Benot Crabb |
| 2015 | ACL | Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases. | Kristina Gulordava, Paola Merlo, Benot Crabb |
| 2015 | EMNLP | Multilingual discriminative lexicalized phrase structure parsing. | Benot Crabb |
| 2014 | COLING | An LR-inspired generalized lexicalized phrase structure parser. | Benot Crabb |
| 2012 | LREC | Ubiquitous Usage of a Broad Coverage French Corpus: Processing the Est Republicain corpus. | Djam Seddah, Marie Candito, Benot Crabb, Enrique Henestroza Anguiano |
| 2010 | LREC | Statistical French Dependency Parsing: Treebank Conversion and First Results. | Marie Candito, Benot Crabb, Pascal Denis |
| 2006 | EACL | XMG - An Expressive Formalism for Describing Tree-Based Grammars. | Yannick Parmentier, Joseph Le Roux, Benot Crabb |