Legrand, Joel

Associate Professor, Centrale Supelec (Metz)

Publications

2024

Conference paper

  1. Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservation. Liam Cripwell, Joël Legrand, Claire Gardent. In proceedings of The 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI), Turin (IT), Italy.

2023

Conference paper

  1. Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification. Liam Cripwell, Joël Legrand, Claire Gardent. In proceedings of 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Singapore.
  2. Context-Aware Document Simplification. Liam Cripwell, Joël Legrand, Claire Gardent. In proceedings of Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada.
  3. Document-Level Planning for Text Simplification. Liam Cripwell, Joël Legrand, Claire Gardent. In proceedings of 17th Conference of the European Chapter of the Association for Computational Linguistics, Dubrovnik, Croatia.

2022

Conference paper

  1. Controllable Sentence Simplification via Operation Classification. Liam Cripwell, Joël Legrand, Claire Gardent. In proceedings of Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, United States.

2021

Journal

  1. Syntax-based transfer learning for the task of biomedical relation extraction. Joël Legrand, Yannick Toussaint, Chedy Raïssi, Adrien Coulet. Journal of Biomedical Semantics, BioMed Central.

Conference paper

  1. Expérimentations autour des architectures d’apprentissage par transfert pour l’extraction de relations biomédicales. Walid Hafiane, Joël Legrand, Yannick Toussaint, Adrien Coulet. In proceedings of EGC 2021 - 21ème édition de la conférence “Extraction et Gestion des Connaissances”, Montpellier / Virtuel, France.

2020

Journal

  1. PGxCorpus, a manually annotated corpus for pharmacogenomics. Joël Legrand, Romain Gogdemir, Cedric Bousquet, Kevin Dalleau, Marie-Dominique Devignes, William Digan, Chia-Ju Lee, Ndeye-Coumba Ndiaye, Nadine Petitpain, Patrice Ringot, Malika Smaïl-Tabbone, Yannick Toussaint, Adrien Coulet. Scientific Data, Nature Publishing Group.

2019

Journal

  1. PGxO and PGxLOD: a reconciliation of pharmacogenomic knowledge of various provenances, enabling further comparison. Pierre Monnin, Joël Legrand, Graziella Husson, Patrice Ringot, Andon Tchechmedjiev, Clement Jonquet, Amedeo Napoli, Adrien Coulet. BMC Bioinformatics, BioMed Central.

2018

Conference paper

  1. Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction. Joël Legrand, Yannick Toussaint, Chedy Raïssi, Adrien Coulet. In proceedings of LOUHI 2018 - The Ninth International Workshop on Health Text Mining and Information Analysis, Brussels, Belgium.

2017

Conference paper

  1. Tree-LSTM and Cross-Corpus Training for Extracting Biomedical Relationships from Text. Joël Legrand, Yannick Toussaint, Chedy Raïssi, Adrien Coulet. In proceedings of DLPM2017 Workshop - 2nd International Workshop on Deep Learning for Precision Medicine, Skopje, North Macedonia.
  2. PGxO: A very lite ontology to reconcile pharmacogenomic knowledge units. Pierre Monnin, Clement Jonquet, Joël Legrand, Amedeo Napoli, Adrien Coulet. In proceedings of Methods, tools & platforms for Personalized Medicine in the Big Data Era, Palermo, Italy.
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