| 2026 | ETRA | Predicting Eye-Tracking Metrics in French Texts with Language Models. | Oksana Ivchenko, Bogdan Khomutenko, Jamal Nasir, Natalia Grabar |
| 2026 | LREC | Comparing Reading Behavior across Reader Expertise and Text Complexity: Insights from the French Eye-Tracking Corpus (FETA). | Oksana Ivchenko, Natalia Grabar |
| 2024 | COLING | DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. | Yanis Labrak, Adrien Bazoge, Oumaima El Khettari, Mickael Rouvier, Pacme Constant dit Beaufils, Natalia Grabar, Batrice Daille, Solen Quiniou, Emmanuel Morin, Pierre-Antoine Gourraud, Richard Dufour |
| 2020 | COLING | French Biomedical Text Simplification: When Small and Precise Helps. | Rmi Cardon, Natalia Grabar |
| 2020 | LREC | A French Corpus for Semantic Similarity. | Rmi Cardon, Natalia Grabar |
| 2019 | CICLING | Detection and Analysis of Drug Non-compliance in Internet Fora Using Information Retrieval Approaches. | Sam Bigeard, Frantz Thiessard, Natalia Grabar |
| 2019 | CICLING | Automatic Detection of Parallel Sentences from Comparable Biomedical Texts. | Rmi Cardon, Natalia Grabar |
| 2019 | RANLP | Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification. | Rmi Cardon, Natalia Grabar |
| 2019 | RANLP | Speculation and Negation detection in French biomedical corpora. | Clment Dalloux, Vincent Claveau, Natalia Grabar |
| 2018 | IDDM | Improving Automatic Categorization of Technical vs. Laymen Medical Words using FastText Word Embeddings. | Hanna Pylieva, Artem N. Chernodub, Natalia Grabar, Thierry Hamon |
| 2017 | AIME | Numerical Eligibility Criteria in Clinical Protocols: Annotation, Automatic Detection and Interpretation. | Vincent Claveau, Lucas Emanuel Silva e Oliveira, Guillaume Bouzill, Marc Cuggia, Claudia Maria Cabral Moro, Natalia Grabar |
| 2017 | RANLP | Understanding of unknown medical words. | Natalia Grabar, Thierry Hamon |
| 2017 | RANLP | POMELO: Medline corpus with manually annotated food-drug interactions. | Thierry Hamon, Vincent Tabanou, Fleur Mougin, Natalia Grabar, Frantz Thiessard |
| 2016 | CICLING | Adaptation of Cross-Lingual Transfer Methods for the Building of Medical Terminology in Ukrainian. | Thierry Hamon, Natalia Grabar |
| 2016 | LREC | Detection of Reformulations in Spoken French. | Natalia Grabar, Iris Eshkol-Taravella |
| 2016 | LREC | A Large Rated Lexicon with French Medical Words. | Natalia Grabar, Thierry Hamon |
| 2016 | MEDES | Social media and European cultural routes: Instagram networks on the Via Francigena. | Aurore Bellens, Nathalie Valmond Le Banc, Fabien Eloire, Natalia Grabar, Eric Kergosien, Marta Severo |
| 2015 | AIME | Automatic Computing of Global Emotional Polarity in French Health Forum Messages. | Natalia Grabar, Loc Dumonet |
| 2013 | AIME | Comparison of Clustering Approaches through Their Application to Pharmacovigilance Terms. | Marie Dupuch, Christopher Engstrm, Sergei Silvestrov, Thierry Hamon, Natalia Grabar |
| 2013 | AIME | Using a Cross-Language Approach to Acquire New Mappings between Two Biomedical Terminologies. | Fleur Mougin, Natalia Grabar |
| 2012 | AMIA | Towards complex queries on data from complex patients. | Gayo Diallo, Natalia Grabar, Frantz Thiessard, Nicolas Garcelon, Julien Grosjean, Marie Dupuch, Suzanne Bento-Pereira, Bruno Frandji, Stfan Jacques Darmoni, Marc Cuggia |
| 2011 | AIME | Improving the Mapping between MedDRA and SNOMED CT. | Fleur Mougin, Marie Dupuch, Natalia Grabar |
| 2009 | AMIA | Exploitation of speculation markers to identify the structure of biomedical scientific writing. | Natalia Grabar, Thierry Hamon |
| 2008 | AMIA | Combination of endogenous clues for profiling inferred semantic relations: experiments with Gene Ontology. | Natalia Grabar, Marie-Christine Jaulent, Thierry Hamon |
| 2008 | CICLING | Acquisition of Elementary Synonym Relations from Biological Structured Terminology. | Thierry Hamon, Natalia Grabar |
| 2008 | LREC | Characterization of Scientific and Popular Science Discourse in French, Japanese and Russian. | Lorraine Goeuriot, Natalia Grabar, Batrice Daille |
| 2007 | AIME | Automatic Retrieval of Web Pages with Standards of Ethics and Trustworthiness Within a Medical Portal: What a Page Name Tells Us. | Arnaud Gaudinat, Natalia Grabar, Clia Boyer |
| 2007 | AIME | Application of Cross-Language Criteria for the Automatic Distinction of Expert and Non Expert Online Health Documents. | Natalia Grabar, Sonia Krivine |
| 2007 | AMIA | Combination of Heterogeneous Criteria for the Automatic Detection of Ethical Principles on Health Web sites. | Arnaud Gaudinat, Natalia Grabar, Clia Boyer |
| 2007 | AMIA | Classification of Health Webpages as Expert and Non Expert with a Reduced Set of Cross-language Features. | Natalia Grabar, Sonia Krivine, Marie-Christine Jaulent |
| 2005 | RANLP | From likelihoodness between words to the finding of functional profile for ortholog genes. | Natalia Grabar, Magali Sillam, Marie-Christine Jaulent, Cline Lefebvre, douard Henrion, Christian Nri |
| 2003 | AIME | Learning Derived Words from Medical Corpora. | Pierre Zweigenbaum, Natalia Grabar |
| 2003 | AMIA | UMLF: a Unified Medical Lexicon for French. | Pierre Zweigenbaum, Robert H. Baud, Anita Burgun, Fiammetta Namer, ric Jarrousse, Natalia Grabar, Patrick Ruch, Franck Le Duff, Benot Thirion, Stfan Jacques Darmoni |
| 2003 | AMIA | Corpus-Based Associations Provide Additional Morphological Variants to Medical Terminologies. | Pierre Zweigenbaum, Natalia Grabar |
| 2002 | ACL | Accenting unknown words in a specialized language. | Pierre Zweigenbaum, Natalia Grabar |
| 2002 | AMIA | A Study of the Adequacy of User and Indexing Vocabularies in Natural Language Queries to a MeSH-indexed Health Gateway. | Natalia Grabar, Pierre Zweigenbaum, Lina Fatima Soualmia, Stfan Jacques Darmoni |
| 2002 | AMIA | An assessment of the visibility of MeSH-indexed medical web catalogs through search engines. | Pierre Zweigenbaum, Stfan Jacques Darmoni, Natalia Grabar, Magaly Douyre, Jacques Benichou |
| 2001 | AMIA | The contribution of morphological knowledge to French MeSH mapping for information retrieval. | Pierre Zweigenbaum, Stfan Jacques Darmoni, Natalia Grabar |
| 2000 | AMIA | A general method for sifting linguistic knowledge from structured terminologies. | Natalia Grabar, Pierre Zweigenbaum |
| 1999 | AMIA | Language-independent automatic acquisition of morphological knowledge from synonym pairs. | Natalia Grabar, Pierre Zweigenbaum |