Recurrent Greedy Parsing with Neural Networks. - Joël Legrand; Ronan Collobert (ECML/PKDD (2), 2014)

Joint RNN-Based Greedy Parsing and Word Composition. - Joël Legrand; Ronan Collobert (ICLR (Poster), 2015)

Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages. - Joël Legrand; Ronan Collobert (ACL (2), 2016)

Phrase Representations for Multiword Expressions. - Joël Legrand; Ronan Collobert (MWE@ACL, 2016)

Neural Network-based Word Alignment through Score Aggregation. - Joël Legrand; Michael Auli; Ronan Collobert (WMT, 2016)

PGxO: A very lite ontology to reconcile pharmacogenomic knowledge units. - Pierre Monnin; Clément Jonquet; Joël Legrand; Amedeo Napoli; Adrien Coulet (PeerJ Prepr., 2017)

PGxO and PGxLOD: a reconciliation of pharmacogenomic knowledge of various provenances, enabling further comparison. - Pierre Monnin; Joël Legrand; Graziella Husson; Patrice Ringot; Andon Tchechmedjiev; Clément Jonquet; Amedeo Napoli; Adrien Coulet (BMC Bioinform., 2019)

Experiments on transfer learning architectures for biomedical relation extraction. - Walid Hafiane; Joël Legrand; Yannick Toussaint; Adrien Coulet (CoRR, 2020)

Discourse-Based Sentence Splitting. - Liam Cripwell; Joël Legrand; Claire Gardent (EMNLP (Findings), 2021)

Expérimentations autour des architectures d'apprentissage par transfert pour l'extraction de relations biomédicales. - Walid Hafiane; Joël Legrand; Yannick Toussaint; Adrien Coulet (EGC, 2021)

Syntax-based transfer learning for the task of biomedical relation extraction. - Joël Legrand; Yannick Toussaint; Chedy Raïssi; Adrien Coulet (J. Biomed. Semant., 2021)

Controllable Sentence Simplification via Operation Classification. - Liam Cripwell; Joël Legrand; Claire Gardent (NAACL-HLT (Findings), 2022)

Context-Aware Document Simplification. - Liam Cripwell; Joël Legrand; Claire Gardent (ACL (Findings), 2023)

Document-Level Planning for Text Simplification. - Liam Cripwell; Joël Legrand; Claire Gardent (EACL, 2023)

Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification. - Liam Cripwell; Joël Legrand; Claire Gardent (EMNLP, 2023)

Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservation. - Liam Cripwell; Joël Legrand; Claire Gardent (CoRR, 2024)