Text Categorization pror to Indexing for the CISMEF Health Catalogue. - Alexandrina Rogozan; Aurélie Névéol; Stéfan Jacques Darmoni (AIME, 2003)

Using CISMeF MeSH "Encapsulated" terminology and a categorization algorithm for health resources. - Aurélie Névéol; Lina Fatima Soualmia; Magaly Douyère; Alexandrina Rogozan; Benoît Thirion; Stéfan Jacques Darmoni (Int. J. Medical Informatics, 2004)

A Benchmark Evaluation of the French MeSH Indexers. - Aurélie Névéol; Vincent Mary; Arnaud Gaudinat; Célia Boyer; Alexandrina Rogozan; Stéfan Jacques Darmoni (AIME, 2005)

Evaluation of French and English MeSH Indexing Systems with a Parallel Corpus. - Aurélie Névéol; James G. Mork; Alan R. Aronson; Stéfan Jacques Darmoni (AMIA, 2005)

Extraction bilingue de termes médicaux dans un corpus parallèle anglais/français. - Aurélie Névéol; Sylwia Ozdowska (EGC, 2005)

Indexation automatique de ressources de santé à l'aide de paires de descripteurs MeSH. - Aurélie Névéol; Alexandrina Rogozan; Stéfan Jacques Darmoni (TALN (Articles courts), 2005)

Automatisation des tâches documentaires dans un catalogue de santé en ligne. (Automation of documentary tasks for an online health catalogue). - Aurélie Névéol (2005)

Besides Precision & Recall: Exploring Alternative Approaches to Evaluating an Automatic Indexing Tool for MEDLINE. - Aurélie Névéol; Kelly Zeng; Olivier Bodenreider (AMIA, 2006)

A method of cross-lingual consumer health information retrieval. - Aurélie Névéol; Suzanne Pereira; Lina Fatima Soualmia; Benoît Thirion; Stéfan Jacques Darmoni (MIE, 2006)

Construction of a semi-automated ICD-10 coding help system to optimize medical and economic coding. - Suzanne Pereira; Aurélie Névéol; Philippe Massari; Michel Joubert; Stéfan Jacques Darmoni (MIE, 2006)

Automatic indexing of online health resources for a French quality controlled gateway. - Aurélie Névéol; Alexandrina Rogozan; Stéfan Jacques Darmoni (Inf. Process. Manag., 2006)

A MEDLINE categorization algorithm. - Stéfan Jacques Darmoni; Aurélie Névéol; Jean-Marie Renard; Jean-François Gehanno; Lina Fatima Soualmia; Badisse Dahamna; Benoît Thirion (BMC Medical Informatics Decis. Mak., 2006)

Fine-Grained Indexing of the Biomedical Literature: MeSH Subheading Attachment for a MEDLINE Indexing Tool. - Aurélie Névéol; Sonya E. Shooshan; James G. Mork; Alan R. Aronson (AMIA, 2007)

From indexing the biomedical literature to coding clinical text: experience with MTI and machine learning approaches. - Alan R. Aronson; Olivier Bodenreider; Dina Demner-Fushman; Kin Wah Fung; Vivian K. Lee; James G. Mork; Aurélie Névéol; Lee B. Peters; Willie J. Rogers (BioNLP@ACL, 2007)

Automatic Indexing of Specialized Documents: Using Generic vs. Domain-Specific Document Representations. - Aurélie Névéol; James G. Mork; Alan R. Aronson (BioNLP@ACL, 2007)

Evaluation of Automatically Assigned MeSH Terms for Retrieval of Medical Images. - Miguel E. Ruiz; Aurélie Névéol (CLEF, 2007)

Evaluation of a Simple Method for the Automatic Assignment of MeSH Descriptors to Health Resources in a French Online Catalogue. - Aurélie Névéol; Suzanne Pereira; Gaétan Kerdelhué; Badisse Dahamna; Michel Joubert; Stéfan Jacques Darmoni (MedInfo, 2007)

Multiple Approaches to Fine-Grained Indexing of the Biomedical Literature. - Aurélie Névéol; Sonya E. Shooshan; Susanne M. Humphrey; Thomas C. Rindflesch; Alan R. Aronson (Pacific Symposium on Biocomputing, 2007)

Methodology for Creating UMLS Content Views Appropriate for Biomedical Natural Language Processing. - Alan R. Aronson; James G. Mork; Aurélie Névéol; Sonya E. Shooshan; Dina Demner-Fushman (AMIA, 2008)

Using multi-terminology indexing for the assignment of MeSH descriptors to health resources in a French online catalogue. - Suzanne Pereira; Aurélie Névéol; Gaétan Kerdelhué; Elisabeth Serrot; Michel Joubert; Stéfan Jacques Darmoni (AMIA, 2008)

Apprentissage artificiel de règles d'indexation pour MEDLINE. - Aurélie Névéol; Vincent Claveau (TALN (Articles longs), 2008)

Automatic inference of indexing rules for MEDLINE. - Aurélie Névéol; Sonya E. Shooshan; Vincent Claveau (BMC Bioinform., 2008)

Multi-terminology indexing for the assignment of MeSH descriptors to medical abstracts in French. - Suzanne Pereira; Saoussen Sakji; Aurélie Névéol; Ivan Kergourlay; Gaétan Kerdelhué; Elisabeth Serrot; Michel Joubert; Stéfan Jacques Darmoni (AMIA, 2009)

Exploring Two Biomedical Text Genres for Disease Recognition. - Aurélie Névéol; Won Kim 003; W. John Wilbur; Zhiyong Lu (BioNLP@HLT-NAACL, 2009)

Understanding PubMed® user search behavior through log analysis. - Rezarta Islamaj Dogan; G. Craig Murray; Aurélie Névéol; Zhiyong Lu (Database J. Biol. Databases Curation, 2009)

Comment on 'MeSH-up: effective MeSH text classification for improved document retrieval'. - Aurélie Névéol; James G. Mork; Alan R. Aronson (Bioinform., 2009)

Comparing a rule-based versus statistical system for automatic categorization of MEDLINE documents according to biomedical specialty. - Susanne M. Humphrey; Aurélie Névéol; Allen C. Browne; Julien Gobeill; Patrick Ruch; Stéfan Jacques Darmoni (J. Assoc. Inf. Sci. Technol., 2009)

Natural language processing versus content-based image analysis for medical document retrieval. - Aurélie Névéol; Thomas Martin Deserno; Stéfan Jacques Darmoni; Mark Oliver Güld; Alan R. Aronson (J. Assoc. Inf. Sci. Technol., 2009)

A recent advance in the automatic indexing of the biomedical literature. - Aurélie Névéol; Sonya E. Shooshan; Susanne M. Humphrey; James G. Mork; Alan R. Aronson (J. Biomed. Informatics, 2009)

A Textual Representation Scheme for Identifying Clinical Relationships in Patient Records. - Rezarta Islamaj Dogan; Aurélie Névéol; Zhiyong Lu (ICMLA, 2010)

Automatic integration of drug indications from multiple health resources. - Aurélie Névéol; Zhiyong Lu (IHI, 2010)

Extracting Rx information from clinical narrative. - James G. Mork; Olivier Bodenreider; Dina Demner-Fushman; Rezarta Islamaj Dogan; François-Michel Lang; Zhiyong Lu; Aurélie Névéol; Lee B. Peters; Sonya E. Shooshan; Alan R. Aronson (J. Am. Medical Informatics Assoc., 2010)

Automatic extraction of data deposition statements: where do the research results go? - Aurélie Névéol; W. John Wilbur; Zhiyong Lu (BioNLP@ACL, 2011)

Evaluation of Multi-Terminology Super-Concepts for Information Retrieval. - Nicolas Griffon; Lina Fatima Soualmia; Aurélie Névéol; Philippe Massari; Benoît Thirion; Badisse Dahamna; Stéfan Jacques Darmoni (MIE, 2011)

Extraction of data deposition statements from the literature: a method for automatically tracking research results. - Aurélie Névéol; W. John Wilbur; Zhiyong Lu (Bioinform., 2011)

A context-blocks model for identifying clinical relationships in patient records. - Rezarta Islamaj Dogan; Aurélie Névéol; Zhiyong Lu (BMC Bioinform., 2011)

Recommending MeSH terms for annotating biomedical articles. - Minlie Huang; Aurélie Névéol; Zhiyong Lu (J. Am. Medical Informatics Assoc., 2011)

Semi-automatic semantic annotation of PubMed queries: A study on quality, efficiency, satisfaction. - Aurélie Névéol; Rezarta Islamaj Dogan; Zhiyong Lu (J. Biomed. Informatics, 2011)

Linking multiple disease-related resources through UMLS. - Aurélie Névéol; Jiao Li 001; Zhiyong Lu (IHI, 2012)

Improving links between literature and biological data with text mining: a case study with GEO, PDB and MEDLINE. - Aurélie Névéol; W. John Wilbur; Zhiyong Lu (Database J. Biol. Databases Curation, 2012)

A systematic comparison of current sources of disease knowledge. - Aurélie Névéol; Bastien Rance; Zhiyong Lu (AMIA, 2013)

A Supervised Named-Entity Extraction System for Medical Text. - Andreea Bodnari; Louise Deléger; Thomas Lavergne; Aurélie Névéol; Pierre Zweigenbaum (CLEF (Working Notes), 2013)

Multilingual Named-Entity Recognition from Parallel Corpora. - Andreea Bodnari; Aurélie Névéol; Özlem Uzuner; Pierre Zweigenbaum; Peter Szolovits (CLEF (Working Notes), 2013)

An Overview of Terminological Resources available for French bioNLP. - Aurélie Névéol; Dietrich Rebholz-Schuhmann; Pierre Zweigenbaum (CLEF (Working Notes), 2013)

A Supervised Abbreviation Resolution System for Medical Text. - Pierre Zweigenbaum; Louise Deléger; Thomas Lavergne; Aurélie Névéol; Andreea Bodnari (CLEF (Working Notes), 2013)

Combining MEDLINE and publisher data to create parallel corpora for the automatic translation of biomedical text. - Antonio Jimeno-Yepes; Élise Prieur-Gaston; Aurélie Névéol (BMC Bioinform., 2013)

Optimizing annotation efforts to build reliable annotated corpora for training statistical models. - Cyril Grouin; Thomas Lavergne; Aurélie Névéol (LAW@COLING, 2014)

Automatic Content Extraction for Designing a French Clinical Corpus. - Louise Deléger; Cyril Grouin; Aurélie Névéol (AMIA, 2014)

How to de-identify a large clinical corpus in 10 days. - Cyril Grouin; Louise Deléger; Jean-Baptiste Escudié; Gregory Groisy; Anne-Sophie Jannot; Bastien Rance; Xavier Tannier; Aurélie Névéol (AMIA, 2014)

Clinical Natural Language Processing in Languages Other Than English. - Aurélie Névéol; Hercules Dalianis; Guergana Savova; Pierre Zweigenbaum (AMIA, 2014)

Annotation of specialized corpora using a comprehensive entity and relation scheme. - Louise Deléger; Anne-Laure Ligozat; Cyril Grouin; Pierre Zweigenbaum; Aurélie Névéol (LREC, 2014)

Language Resources for French in the Biomedical Domain. - Aurélie Névéol; Julien Grosjean; Stéfan Jacques Darmoni; Pierre Zweigenbaum (LREC, 2014)

Automatic identification of document sections for designing a French clinical corpus (Identification automatique de zones dans des documents pour la constitution d'un corpus médical en français) [in French]. - Louise Deléger; Aurélie Névéol (TALN (2), 2014)

LIMSI @ 2014 Clinical Decision Support Track. - Eva D'hondt; Brigitte Grau; Aurélie Névéol; Pierre Zweigenbaum; Stéfan Jacques Darmoni; Matthieu Schuers (TREC, 2014)

Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings. - Anne-Dominique Pham; Aurélie Névéol; Thomas Lavergne; Daisuke Yasunaga; Olivier Clément; Guy Meyer; Rémy Morello; Anita Burgun (BMC Bioinform., 2014)

De-identification of clinical notes in French: towards a protocol for reference corpus development. - Cyril Grouin; Aurélie Névéol (J. Biomed. Informatics, 2014)

Redundancy in French Electronic Health Records: A preliminary study. - Eva D'hondt; Xavier Tannier; Aurélie Névéol (Louhi@EMNLP, 2015)

Is it possible to recover personal health information from an automatically de-identified corpus of French EHRs? - Cyril Grouin; Nicolas Griffon; Aurélie Névéol (Louhi@EMNLP, 2015)

Overview of the CLEF eHealth Evaluation Lab 2015. - Lorraine Goeuriot; Liadh Kelly; Hanna Suominen; Leif Hanlen; Aurélie Névéol; Cyril Grouin; João R. M. Palotti; Guido Zuccon (CLEF, 2015)

CLEF eHealth Evaluation Lab 2015 Task 1b: Clinical Named Entity Recognition. - Aurélie Névéol; Cyril Grouin; Xavier Tannier; Thierry Hamon; Liadh Kelly; Lorraine Goeuriot; Pierre Zweigenbaum (CLEF (Working Notes), 2015)

Automatic Extraction of Time Expressions Accross Domains in French Narratives. - Mike Donald Tapi-Nzali; Xavier Tannier; Aurélie Névéol (EMNLP, 2015)

Etiquetage morpho-syntaxique en domaine de spécialité: le domaine médical. - Christelle Rabary; Thomas Lavergne; Aurélie Névéol (TALN, 2015)

Analyse d'expressions temporelles dans les dossiers électroniques patients. - Mike Donald Tapi-Nzali; Aurélie Névéol; Xavier Tannier (TALN (long papers), 2015)

Replicability of Research in Biomedical Natural Language Processing: a pilot evaluation for a coding task. - Aurélie Névéol; Kevin Bretonnel Cohen; Cyril Grouin; Aude Robert (Louhi@EMNLP, 2016)

Overview of the CLEF eHealth Evaluation Lab 2016. - Liadh Kelly; Lorraine Goeuriot; Hanna Suominen; Aurélie Névéol; João R. M. Palotti; Guido Zuccon (CLEF, 2016)

Clinical Information Extraction at the CLEF eHealth Evaluation lab 2016. - Aurélie Névéol; Kevin Bretonnel Cohen; Cyril Grouin; Thierry Hamon; Thomas Lavergne; Liadh Kelly; Lorraine Goeuriot; Grégoire Rey; Aude Robert; Xavier Tannier; Pierre Zweigenbaum (CLEF (Working Notes), 2016)

Detection of Text Reuse in French Medical Corpora. - Eva D'hondt; Cyril Grouin; Aurélie Névéol; Efstathios Stamatatos; Pierre Zweigenbaum (BioTxtM@COLING 2016, 2016)

A Dataset for ICD-10 Coding of Death Certificates: Creation and Usage. - Thomas Lavergne; Aurélie Névéol; Aude Robert; Cyril Grouin; Grégoire Rey; Pierre Zweigenbaum (BioTxtM@COLING 2016, 2016)

The Scielo Corpus: a Parallel Corpus of Scientific Publications for Biomedicine. - Mariana L. Neves; Antonio Jimeno-Yepes; Aurélie Névéol (LREC, 2016)

LIMSI-COT at SemEval-2016 Task 12: Temporal relation identification using a pipeline of classifiers. - Julien Tourille; Olivier Ferret; Aurélie Névéol; Xavier Tannier (SemEval@NAACL-HLT, 2016)

Extraction de relations temporelles dans des dossiers électroniques patient (Extracting Temporal Relations from Electronic Health Records). - Julien Tourille; Olivier Ferret; Aurélie Névéol; Xavier Tannier (JEP-TALN-RECITAL (Posters), 2016)

Findings of the 2016 Conference on Machine Translation. - Ondrej Bojar; Rajen Chatterjee; Christian Federmann; Yvette Graham; Barry Haddow; Matthias Huck; Antonio Jimeno-Yepes; Philipp Koehn; Varvara Logacheva; Christof Monz; Matteo Negri; Aurélie Névéol; et al. (WMT, 2016)

Automatic classification of registered clinical trials towards the Global Burden of Diseases taxonomy of diseases and injuries. - Ignacio Atal; Jean-David Zeitoun; Aurélie Névéol; Philippe Ravaud; Raphaël Porcher; Ludovic Trinquart (BMC Bioinform., 2016)

Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers. - Julien Tourille; Olivier Ferret; Aurélie Névéol; Xavier Tannier (ACL (2), 2017)

Reproducibility in Biomedical Natural Language Processing. - Kevin Bretonnel Cohen; Aurélie Névéol; Jingbo Xia; Negacy D. Hailu; Cyril Grouin; Lawrence E. Hunter; Pierre Zweigenbaum (AMIA, 2017)

Clinical Natural Language Processing in Languages Other Than English. - Aurélie Névéol; Noémie Elhadad; Sumithra Velupillai; Hua Xu 001; Guergana Savova (AMIA, 2017)

CLEF 2017 eHealth Evaluation Lab Overview. - Lorraine Goeuriot; Liadh Kelly; Hanna Suominen; Aurélie Névéol; Aude Robert; Evangelos Kanoulas; René Spijker; João R. M. Palotti; Guido Zuccon (CLEF, 2017)

CLEF eHealth 2017 Multilingual Information Extraction task Overview: ICD10 Coding of Death Certificates in English and French. - Aurélie Névéol; Aude Robert; Robert Anderson; Kevin Bretonnel Cohen; Cyril Grouin; Thomas Lavergne; Grégoire Rey; Claire Rondet; Pierre Zweigenbaum (CLEF (Working Notes), 2017)

LIMSI@CLEF eHealth 2017 Task 2: Logistic Regression for Automatic Article Ranking. - Christopher R. Norman; Mariska M. G. Leeflang; Aurélie Névéol (CLEF (Working Notes), 2017)

Temporal information extraction from clinical text. - Julien Tourille; Olivier Ferret; Xavier Tannier; Aurélie Névéol (EACL (2), 2017)

LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives. - Julien Tourille; Olivier Ferret; Xavier Tannier; Aurélie Névéol (SemEval@ACL, 2017)

Traitement automatique de la langue biomédicale au LIMSI (Biomedical language processing at LIMSI). - Christopher R. Norman; Cyril Grouin; Thomas Lavergne; Aurélie Névéol; Pierre Zweigenbaum (TALN (3), 2017)

Tri Automatique de la Littérature pour les Revues Systématiques (Automatically Ranking the Literature in Support of Systematic Reviews). - Christopher R. Norman; Mariska M. G. Leeflang; Pierre Zweigenbaum; Aurélie Névéol (TALN (2), 2017)

Findings of the WMT 2017 Biomedical Translation Shared Task. - Antonio Jimeno-Yepes; Aurélie Névéol; Mariana L. Neves; Karin Verspoor; Ondrej Bojar; Arthur Boyer; Cristian Grozea; Barry Haddow; Madeleine Kittner; Yvonne Lichtblau; Pavel Pecina; Roland Roller; et al. (WMT, 2017)

Design of an extensive information representation scheme for clinical narratives. - Louise Deléger; Leonardo Campillos; Anne-Laure Ligozat; Aurélie Névéol (J. Biomed. Semant., 2017)

Traitement Automatique de la Langue Biomédicale. - Aurélie Névéol (2018)

Evaluation of a Sequence Tagging Tool for Biomedical Texts. - Julien Tourille; Matthieu Doutreligne; Olivier Ferret; Aurélie Névéol; Nicolas Paris; Xavier Tannier (Louhi@EMNLP, 2018)

Methods and Tools to Enhance Rigor and Reproducibility of Biomedical Research. - Halil Kilicoglu; Aurélie Névéol; Timothy Clark; Hua Xu 001; Neil R. Smalheiser (AMIA, 2018)

Data Extraction and Synthesis in Systematic Reviews of Diagnostic Test Accuracy: A Corpus for Automating and Evaluating the Process. - Christopher R. Norman; Mariska M. G. Leeflang; Aurélie Névéol (AMIA, 2018)

CLEF eHealth 2018 Multilingual Information Extraction Task Overview: ICD10 Coding of Death Certificates in French, Hungarian and Italian. - Aurélie Névéol; Aude Robert; Francesco Grippo; Claire Morgand; Chiara Orsi; Laszlo Pelikan; Lionel Ramadier; Grégoire Rey; Pierre Zweigenbaum (CLEF (Working Notes), 2018)

LIMSI@CLEF eHealth 2018 Task 2: Technology Assisted Reviews by Stacking Active and Static Learning. - Christopher R. Norman; Mariska M. G. Leeflang; Aurélie Névéol (CLEF (Working Notes), 2018)

Overview of the CLEF eHealth Evaluation Lab 2018. - Hanna Suominen; Liadh Kelly; Lorraine Goeuriot; Aurélie Névéol; Lionel Ramadier; Aude Robert; Evangelos Kanoulas; René Spijker; Leif Azzopardi; Dan Li 015; Jimmy; João R. M. Palotti; et al. (CLEF, 2018)

Three Dimensions of Reproducibility in Natural Language Processing. - K. Bretonnel Cohen; Jingbo Xia; Pierre Zweigenbaum; Tiffany Callahan; Orin Hargraves; Foster R. Goss; Nancy Ide; Aurélie Névéol; Cyril Grouin; Lawrence E. Hunter (LREC, 2018)

Parallel Corpora for the Biomedical Domain. - Aurélie Névéol; Antonio Jimeno-Yepes; Mariana L. Neves; Karin Verspoor (LREC, 2018)

Automating Document Discovery in the Systematic Review Process: How to Use Chaff to Extract Wheat. - Christopher R. Norman; Mariska M. G. Leeflang; Pierre Zweigenbaum; Aurélie Névéol (LREC, 2018)

Détection automatique de phrases en domaine de spécialité en français (Sentence boundary detection for specialized domains in French ). - Arthur Boyer; Aurélie Névéol (CORIA-TALN-RJC (TALN 2), 2018)

Findings of the WMT 2018 Biomedical Translation Shared Task: Evaluation on Medline test sets. - Mariana L. Neves; Antonio Jimeno-Yepes; Aurélie Névéol; Cristian Grozea; Amy Siu; Madeleine Kittner; Karin Verspoor (WMT (shared task), 2018)

Clinical Natural Language Processing in languages other than English: opportunities and challenges. - Aurélie Névéol; Hercules Dalianis; Sumithra Velupillai; Guergana Savova; Pierre Zweigenbaum (J. Biomed. Semant., 2018)

A French clinical corpus with comprehensive semantic annotations: development of the Medical Entity and Relation LIMSI annOtated Text corpus (MERLOT). - Leonardo Campillos; Louise Deléger; Cyril Grouin; Thierry Hamon; Anne-Laure Ligozat; Aurélie Névéol (Lang. Resour. Evaluation, 2018)

Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy. - Christopher R. Norman; Mariska M. G. Leeflang; Raphaël Porcher; Aurélie Névéol (AMIA, 2019)

A distantly supervised dataset for automated data extraction from diagnostic studies. - Christopher R. Norman; Mariska M. G. Leeflang; René Spijker; Evangelos Kanoulas; Aurélie Névéol (BioNLP@ACL, 2019)

Community Perspective on Replicability in Natural Language Processing. - Margot Mieskes; Karën Fort; Aurélie Névéol; Cyril Grouin; K. Bretonnel Cohen (RANLP, 2019)

Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies. - Rachel Bawden; Kevin Bretonnel Cohen; Cristian Grozea; Antonio Jimeno-Yepes; Madeleine Kittner; Martin Krallinger; Nancy Mah; Aurélie Névéol; Mariana L. Neves; Felipe Soares; Amy Siu; Karin Verspoor; et al. (WMT (3), 2019)

Evaluation of an automatic article selection method for timelier updates of the Comet Core Outcome Set database. - Christopher R. Norman; Elizabeth Gargon; Mariska M. G. Leeflang; Aurélie Névéol; Paula R. Williamson (Database J. Biol. Databases Curation, 2019)

Reviewing Natural Language Processing Research. - K. Bretonnel Cohen; Karën Fort; Margot Mieskes; Aurélie Névéol (ACL (tutorial), 2020)

MEDLINE as a Parallel Corpus: a Survey to Gain Insight on French-, Spanish- and Portuguese-speaking Authors' Abstract Writing Practice. - Aurélie Névéol; Antonio Jimeno-Yepes; Mariana L. Neves (LREC, 2020)

Modèle neuronal pour la résolution de la coréférence dans les dossiers médicaux électroniques (Neural approach for coreference resolution in electronic health records ). - Julien Tourille; Olivier Ferret; Aurélie Névéol; Xavier Tannier (JEP-TALN-RECITAL (2), 2020)

Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. - Rachel Bawden; Giorgio Maria Di Nunzio; Cristian Grozea; Inigo Jauregi Unanue; Antonio Jimeno-Yepes; Nancy Mah; David Martínez 001; Aurélie Névéol; Mariana L. Neves; Maite Oronoz; Olatz Perez-de-Viñaspre; Massimo Piccardi; et al. (WMT@EMNLP, 2020)

Ten simple rules to make your research more sustainable. - Anne-Laure Ligozat; Aurélie Névéol; Bénédicte Daly; Emmanuelle Frenoux (PLoS Comput. Biol., 2020)

Report on CLEF 2020. - Avi Arampatzis; Linda Cappellato; Carsten Eickhoff; Nicola Ferro 001; Hideo Joho; Evangelos Kanoulas; Christina Lioma; Aurélie Névéol; Theodora Tsikrika; Stefanos Vrochidis (SIGIR Forum, 2020)

Reviewing Natural Language Processing Research. - Kevin Cohen 001; Karën Fort; Margot Mieskes; Aurélie Névéol; Anna Rogers (EACL (Tutorial Abstracts), 2021)

Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools. - Nesrine Bannour; Sahar Ghannay; Aurélie Névéol; Anne-Laure Ligozat (SustaiNLP@EMNLP, 2021)

Diversity in Health Informatics: Mentoring and Leadership. - Anne Moen; Catherine E. Chronaki; Elena Petelos; Despina Voulgaraki; Eva Turk; Aurélie Névéol (MIE, 2021)

Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set. - Lana Yeganova; Dina Wiemann; Mariana L. Neves; Federica Vezzani; Amy Siu; Inigo Jauregi Unanue; Maite Oronoz; Nancy Mah; Aurélie Névéol; David Martínez 001; Rachel Bawden; Giorgio Maria Di Nunzio; et al. (WMT@EMNLP, 2021)

Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites. - William Digan; Aurélie Névéol; Antoine Neuraz; Maxime Wack; David Baudoin; Anita Burgun; Bastien Rance (J. Am. Medical Informatics Assoc., 2021)

French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English. - Aurélie Névéol; Yoann Dupont; Julien Bezançon; Karën Fort (ACL (1), 2022)

CLISTER : A Corpus for Semantic Textual Similarity in French Clinical Narratives. - Nicolas Hiebel; Olivier Ferret; Karën Fort; Aurélie Névéol (LREC, 2022)

CLISTER : Un corpus pour la similarité sémantique textuelle dans des cas cliniques en français (CLISTER : A Corpus for Semantic Textual Similarity in French Clinical Narratives). - Nicolas Hiebel; Karën Fort; Aurélie Névéol; Olivier Ferret (TALN-RECITAL, 2022)

French CrowS-Pairs: Extension à une langue autre que l'anglais d'un corpus de mesure des biais sociétaux dans les modèles de langue masqués (French CrowS-Pairs : Extending a challenge dataset for measuring social bias in masked language models to a language other than English). - Aurélie Névéol; Yoann Dupont; Julien Bezançon; Karën Fort (TALN-RECITAL, 2022)

Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports. - Mariana Neves 002; Antonio Jimeno-Yepes; Amy Siu; Roland Roller; Philippe Thomas 002; Maika Vicente Navarro; Lana Yeganova; Dina Wiemann; Giorgio Maria Di Nunzio; Federica Vezzani; Christel Gérardin; Rachel Bawden; et al. (WMT, 2022)

Privacy-preserving mimic models for clinical named entity recognition in French. - Nesrine Bannour; Perceval Wajsbürt; Bastien Rance; Xavier Tannier; Aurélie Névéol (J. Biomed. Informatics, 2022)

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research. - Mohamed Abdalla 001; Jan Philip Wahle; Terry Lima Ruas; Aurélie Névéol; Fanny Ducel; Saif M. Mohammad; Karën Fort (ACL (1), 2023)

Event-independent temporal positioning: application to French clinical text. - Nesrine Bannour; Bastien Rance; Xavier Tannier; Aurélie Névéol (BioNLP@ACL, 2023)

Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French. - Nicolas Hiebel; Olivier Ferret; Karën Fort; Aurélie Névéol (EACL, 2023)

Extraction d'informations sur les workflows scientifiques à partir de la littérature. - Clémence Sebe; Aurélie Névéol; Sarah Cohen-Boulakia; Alban Gaignard (EGC, 2023)

Evaluating the Portability of Rheumatoid Arthritis Phenotyping Algorithms: A Case Study on French EHRs. - Thibaut Fabacher; Erik-André Sauleau; Noémie Leclerc Du Sablon; Hugo Bergier; Jacques-Eric Gottenberg; Adrien Coulet; Aurélie Névéol (MIE, 2023)

NTCIR-17 MedNLP-SC Social Media Adverse Drug Event Detection: Subtask Overview. - Shoko Wakamiya; Lis Kanashiro Pereira; Lisa Raithel; Hui-Syuan Yeh; Peitao Han; Seiji Shimizu; Tomohiro Nishiyama; Gabriel Herman Bernardim Andrade; Noriki Nishida; Hiroki Teranishi; Narumi Tokunaga; Philippe Thomas 001; et al. (NTCIR, 2023)

Positionnement temporel indépendant des évènements : application à des textes cliniques en français. - Nesrine Bannour; Xavier Tannier; Bastien Rance; Aurélie Névéol (CORIA-TALN (2), 2023)

Les textes cliniques français générés sont-ils dangereusement similaires à leur source ? Analyse par plongements de phrases. - Nicolas Hiebel; Olivier Ferret; Karën Fort; Aurélie Névéol (CORIA-TALN (2), 2023)

Stratégies d'apprentissage actif pour la reconnaissance d'entités nommées en français. - Marco Naguib; Aurélie Névéol; Xavier Tannier (CORIA-TALN (1), 2023)

Findings of the WMT 2023 Biomedical Translation Shared Task: Evaluation of ChatGPT 3.5 as a Comparison System. - Mariana L. Neves; Antonio Jimeno-Yepes; Aurélie Névéol; Rachel Bawden; Giorgio Maria Di Nunzio; Roland Roller; Philippe Thomas 002; Federica Vezzani; Maika Vicente Navarro; Lana Yeganova; Dina Wiemann; Cristian Grozea (WMT, 2023)

Bloume: Evaluation Results for French Benchmarks. - Rachel Bawden; Hatim Bourfoune; Bertrand Cabot; Nathan Cassereau; Pierre Cornette; Marco Naguib; Aurélie Névéol; François Yvon (Zenodo, 2023)

Using Structured Health Information for Controlled Generation of Clinical Cases in French. - Hugo Boulanger; Nicolas Hiebel; Olivier Ferret; Karën Fort; Aurélie Névéol (ClinicalNLP@NAACL, 2024)

Limitations of Human Identification of Automatically Generated Text. - Nadège Alavoine; Maximin Coavoux; Emmanuelle Esperança-Rodier; Romane Gallienne; Carlos E. González-Gallardo; Jérôme Goulian; José G. Moreno 001; Aurélie Névéol; Didier Schwab; Vincent Segonne; Johanna Simoens (LREC/COLING, 2024)

A Benchmark Evaluation of Clinical Named Entity Recognition in French. - Nesrine Bannour; Christophe Servan; Aurélie Névéol; Xavier Tannier (LREC/COLING, 2024)

Your Stereotypical Mileage May Vary: Practical Challenges of Evaluating Biases in Multiple Languages and Cultural Contexts. - Karën Fort; Laura Alonso Alemany; Luciana Benotti; Julien Bezançon; Claudia Borg; Marthese Borg; Yongjian Chen; Fanny Ducel; Yoann Dupont; Guido Ivetta; Zhijian Li; Margot Mieskes; et al. (LREC/COLING, 2024)

A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. - Lisa Raithel; Hui-Syuan Yeh; Shuntaro Yada; Cyril Grouin; Thomas Lavergne; Aurélie Névéol; Patrick Paroubek; Philippe Thomas 001; Tomohiro Nishiyama; Sebastian Möller 001; Eiji Aramaki; Yuji Matsumoto 001; et al. (LREC/COLING, 2024)

Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting. - Marco Naguib; Xavier Tannier; Aurélie Névéol (EMNLP (Findings), 2024)

MLCA: A Tool for Machine Learning Life Cycle Assessment. - Clément Morand; Anne-Laure Ligozat; Aurélie Névéol (ICT4S, 2024)

Sur les limites de l'identification par l'humain de textes générés automatiquement. - Nadège Alavoine; Maximin Coavoux; Emmanuelle Esperança-Rodier; Romane Gallienne; Carlos-Emiliano González-Gallardo; Jérôme Goulian; José G. Moreno 001; Aurélie Névéol; Didier Schwab; Vincent Segonne; Johanna Simoens (TALN (2), 2024)

Génération contrôlée de cas cliniques en français à partir de données médicales structurées. - Hugo Boulanger; Nicolas Hiebel; Olivier Ferret; Karën Fort; Aurélie Névéol (TALN (1), 2024)

Évaluation automatique des biais de genre dans des modèles de langue auto-régressifs. - Fanny Ducel; Aurélie Névéol; Karën Fort (TALN (1), 2024)

Reconnaissance d'entités cliniques en few-shot en trois langues. - Marco Naguib; Aurélie Névéol; Xavier Tannier (TALN (1), 2024)

Extraction d'entités nommées décrivant des chaînes de traitement bioinformatiques dans des articles scientifiques en anglais. - Clémence Sebe; Sarah Cohen-Boulakia; Olivier Ferret; Aurélie Névéol (TALN (1), 2024)

Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level. - Mariana L. Neves; Cristian Grozea; Philippe Thomas 002; Roland Roller; Rachel Bawden; Aurélie Névéol; Steffen Castle; Vanessa Bonato; Giorgio Maria Di Nunzio; Federica Vezzani; Maika Vicente Navarro; Lana Yeganova; et al. (WMT, 2024)

Few shot clinical entity recognition in three languages: Masked language models outperform LLM prompting. - Marco Naguib; Xavier Tannier; Aurélie Névéol (CoRR, 2024)

Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices. - Jamil Zaghir; Marco Naguib; Mina Bjelogrlic; Aurélie Névéol; Xavier Tannier; Christian Lovis (CoRR, 2024)

What Can Natural Language Processing Do for Peer Review? - Ilia Kuznetsov; Osama Mohammed Afzal; Koen Dercksen; Nils Dycke; Alexander Goldberg; Tom Hope; Dirk Hovy; Jonathan K. Kummerfeld; Anne Lauscher; Kevin Leyton-Brown; Sheng Lu; Mausam; et al. (CoRR, 2024)

How Green Can AI Be? A Study of Trends in Machine Learning Environmental Impacts. - Clément Morand; Anne-Laure Ligozat; Aurélie Névéol (CoRR, 2024)

Evaluating the Confidentiality of Synthetic Clinical Texts Generated by Language Models. - Foucauld Estignard; Sahar Ghannay; Julien Girard-Satabin; Nicolas Hiebel; Aurélie Névéol (AIME (1), 2025)

Extracting Information in a Low-Resource Setting: Case Study on Bioinformatics Workflows. - Clémence Sebe; Sarah Cohen-Boulakia; Olivier Ferret; Aurélie Névéol (IDA, 2025)

"Women do not have heart attacks!" Gender Biases in Automatically Generated Clinical Cases in French. - Fanny Ducel; Nicolas Hiebel; Olivier Ferret; Karën Fort; Aurélie Névéol (NAACL (Findings), 2025)

SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models. - Margaret Mitchell; Giuseppe Attanasio; Ioana Baldini; Miruna Clinciu; Jordan Clive; Pieter Delobelle; Manan Dey; Sil Hamilton; Timm Dill; Jad Doughman; Ritam Dutt; Avijit Ghosh; et al. (NAACL (Long Papers), 2025)

Efficient extraction of medication information from clinical notes: an evaluation in two languages. - Thibaut Fabacher; Erik-André Sauleau; Emmanuelle Arcay; Bineta Faye; Maxime Alter; Archia Chahard; Nathan Miraillet; Adrien Coulet; Aurélie Névéol (CoRR, 2025)

"You'll be a nurse, my son!" Automatically assessing gender biases in autoregressive language models in French and Italian. - Fanny Ducel; Aurélie Névéol; Karën Fort (Lang. Resour. Evaluation, 2025)