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Selected recent papers

Journal papers

  1. Yuyu Zheng, Xiangyu Meng, Pierre Zweigenbaum, Lingling Chen and Jingbo Xia.
    Hybrid phenotype mining method for investigating off-target protein and underlying side effects of anti-tumor immunotherapy. BMC Medical Informatics and Decision Making, 2020.

  2. Jan Deriu, Alvaro Rodrigo, Arantxa Otegi, Guillermo Echegoyen, Sophie Rosset, Eneko Agirre and Mark Cieliebak.
    Survey on evaluation methods for dialogue systems. Artificial Intelligence Review, 2020.
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  3. Anne-Laure Ligozat, Aurélie Névéol, Emmanuelle Frenoux and Bénédicte Daly.
    Ten simple rules to make your research more sustainable. PLOS Computational Biology, 2020.
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  4. Valentin Belissen, Annelies Braffort and Michèle Gouiffès.
    Experimenting the Automatic Recognition of Non-Conventionalized Units in Sign Language. Algorithms, 2020.
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  5. Joseph-Jean Mariani, Gil Francopoulo and Patrick Paroubek.
    The NLP4NLP Corpus (I): 50 Years of Publication, Collaboration and Citation in Speech and Language Processing. Frontiers in Research Metrics and Analytics, 2019.
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  6. Joseph-Jean Mariani, Gil Francopoulo, Patrick Paroubek and Frédéric Vernier.
    The NLP4NLP Corpus (II): 50 Years of Research in Speech and Language Processing. Frontiers in Research Metrics and Analytics, 2019.
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  7. Natalia Grabar and Cyril Grouin.
    A Year of Papers Using Biomedical Texts: Findings from the Section on Clinical Natural Language Processing of the International Medical Informatics Association Yearbook. IMIA Yearbook of Medical Informatics, 2019.

  8. Yasmine Baghdadi, Alix Bourrée, Aude Robert, Grégoire Rey, Anne Gallay, Pierre Zweigenbaum, Cyril Grouin and Anne Fouillet.
    Automatic classification of free-text medical causes from death certificates for reactive mortality surveillance in France. International Journal of Medical Informatics, 2019.
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  9. Leonardo Campillos-Llanos, Catherine Thomas, Eric Bilinski, Pierre Zweigenbaum and Sophie Rosset.
    Designing a virtual patient dialogue system based on terminology-rich resources: challenges and evaluation. Natural Language Engineering, 2019.
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  10. Pierre Magistry, Anne-Laure Ligozat and Sophie Rosset.
    Exploiting languages proximity for part-of-speech tagging of three French regional languages. Language Resources and Evaluation, 2019.
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  11. Yasmine Baghdadi, Alix Bourrée, Aude Robert, Grégoire Rey, Anne Gallay, Pierre Zweigenbaum, Cyril Grouin and Anne Fouillet.
    Performance of machine learning method to classify free-text medical causes of death. Online Journal of Public Health Informatics, 2019.
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  12. Christopher Norman, Mariska Leeflang, Raphaël Porcher and Aurélie Névéol.
    Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy. Systematic Reviews, 2019.

  13. Carole Deccache, Thierry Hamon, Maxime Morsa, Vincent De Andrade, Maria Grazia Albano and Rémi Gagnayre.
    Helping patients to learn : characteristics and types of users and uses of independent online forums on health problems and chronic conditions. Éducation thérapeutique du patient / Therapeutic patient education, 2019.

  14. Amel Fraisse, Zheng Zhang, Alex Zhai, Ronald Jenn, Shelley Fisher Fishkin, Pierre Zweigenbaum, Laurence Favier and Widad Mustafa El Hadi.
    A Sustainable and Open Access Knowledge Organization Model to Preserve Cultural Heritage and Language Diversity. Information, 2019.

  15. Aurélie Névéol, Hercules Dalianis, Sumithra Velupillai, Guergana Savova and Pierre Zweigenbaum.
    Clinical Natural Language Processing in languages other than English: opportunities and challenges.. Journal of Biomedical Semantics, 2018.
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  16. Pierre Karapetiantz, Florelle Bellet, Bissan Audeh, Jérémy Lardon, Damien Leprovost, Rim Aboukhamis, François Morlane-Hondère, Cyril Grouin, Anita Burgun, Sandrine Katsahian, Marie-Christine Jaulent, Marie-Noëlle Beyens, Agnès Lillo-Le Louët and Cédric Bousquet.
    Descriptions of Adverse Drug Reactions are Less Informative in Forums than in the French Pharmacovigilance Database but Provide More Unexpected Reactions. Frontiers in Pharmacology, 2018.
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  17. Aurélie Névéol and Pierre Zweigenbaum.
    Expanding the Diversity of Texts and Applications: Findings from the Section on Clinical Natural Language Processing of the International Medical Informatics Association Yearbook.. IMIA Yearbook of Medical Informatics, 2018.
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  18. Christopher Norman, Thu Van Nguyen and Aurélie Névéol.
    Contribution of Natural Language Processing in Predicting Rehospitalization Risk. Medical care, 2017.
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  19. Joseph-Jean Mariani, Gil Francopoulo and Patrick Paroubek.
    Reuse and Plagiarism in Speech and Natural Language Processing. International Journal on Digital Libraries, 2017.
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  20. Morgane Marchand, Romaric Besançon, Olivier Mesnard and Anne Vilnat.
    Domain Adaptation for Opinion Mining: A Study of Multipolarity Words. Journal for Language Technology and Computational Linguistics, 2014.

International conferences

  1. Sahar Ghannay, Antoine Neuraz and Sophie Rosset.
    What is best for Spoken Language Understanding: Small but Task-dependant Embeddings or Huge but Out-of-domain Embeddings?. In IEEE International Conference on Acoustics, Speech, and Signal Processing. 2020.
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  2. Mathilde Veron, Anselmo Peñas, Guillermo Echegoyen, Somnath Banerjee, Sahar Ghannay and Sophie Rosset.
    A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios. In International Conference on Applications of Natural Language to Information Systems. 2020.
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  3. Patrick Paroubek, Léon-Paul Schaub and Christine Bruzaud.
    GDPR Compliance for task-oriented dialog systems conception. In Workshop on Legal and Ethical Issues. 2020.

  4. Gil Francopoulo and Léon-Paul Schaub.
    Anonymization for the GDPR in the Context of Citizen and Customer Relationship Management and NLP. In Workshop on Legal and Ethical Issues in Human Language Technologies. 2020.

  5. Juan Manuel Coria, Sahar Ghannay, Sophie Rosset and Hervé Bredin.
    A Metric Learning Approach to Misogyny Categorization. In Annual Meeting of the Association for Computational Linguistics. 2020.

  6. Marion Kacmarek and Michael Filhol.
    Use cases for a Sign Language concordancer. In Workshop on the Representation and Processing of Sign Languages. 2020.

  7. Michael Filhol.
    Elicitation and corpus of spontaneous Sign Language discourse representation diagrams. In Workshop on the Representation and Processing of Sign Languages. 2020.
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  8. Michael Filhol and John McDonald.
    The Synthesis of Complex Shape Deployments in Sign Language. In Workshop on the Representation and Processing of Sign Languages. 2020.
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  9. Marion Kaczmarek and Michael Filhol.
    Alignment Data base for a Sign Language Concordancer. In International Conference on Language Resources and Evaluation. 2020.

  10. Hannah Bull, Annelies Braffort and Michèle Gouiffès.
    MEDIAPI-SKEL-A 2D-Skeleton Video Database of French Sign Language With Aligned French Subtitles. In International Conference on Language Resources and Evaluation. 2020.

  11. Corentin Masson and Syrielle Montariol.
    Detecting Omissions of Risk Factors in Company Annual Reports. In Workshop on Financial Technology and Natural Language Processing. 2020.

  12. Antoine Caubrière, Sophie Rosset, Yannick Estève, Antoine Laurent and Emmanuel Morin.
    Where are we in Named Entity Recognition from Speech?. In International Conference on Language Resources and Evaluation. 2020.

  13. Hervé Bredin, Ruiqing Yin, Juan Manuel Coria, Gregory Gelly, Pavel Korshunov, Marvin Lavechin, Diego Fustes, Hadrien Titeux, Wassim Bouaziz and Marie-Philippe Gill.
    Pyannote.audio: neural building blocks for speaker diarization. In IEEE International Conference on Acoustics, Speech, and Signal Processing. 2020.
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  14. Anne Moen, Catherine Chronaki, Eva Turk, Elena Petelos, Despina Voulgaraki, Rosy Tsopra and Aurélie Névéol.
    Panel: Diversity in Health Informatics: mentoring and leadership. In International Congress of the European Federation for Medical Informatics. 2020.
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  15. Aurélie Névéol, Antonio Jimeno Yepes and Mariana L Neves.
    MEDLINE as a parallel corpus: a survey to gain insight on French-, Spanish- and Portuguese-speaking authors' abstract writing practice. In International Conference on Language Resources and Evaluation. 2020.
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  16. Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Iñigo Jauregi Unanue, Antonio Jimeno Yepes, Nancy Mah, David Martinez, Aurélie Névéol, Mariana L Neves, Maite Oronoz, Olatz Perez de Viñaspre, Massimo Piccardi, Roland Roller, A Siu, Philippe Thomas, Federica Vezzani, Maika Vincente Navarro, Dina Wiemann and Lana Yeganova.
    Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. In Conference on Machine Translation. 2020.

  17. Valentin Belissen, Annelies Braffort and Michèle Gouiffès.
    Towards Continuous Recognition of Illustrative and Spatial Structures in Sign Language. In ECCV Sign Language Recognition, Translation and Production Workshop. 2020.
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  18. Valentin Belissen, Michèle Gouiffès and Annelies Braffort.
    Improving and Extending Continuous Sign Language Recognition: Taking Iconicity and Spatial Language into account. In Workshop on the Representation and Processing of Sign Languages. 2020.
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  19. Valentin Belissen, Annelies Braffort and Michèle Gouiffès.
    Dicta-Sign-LSF-v2: Remake of a Continuous French Sign Language Dialogue Corpus and a First Baseline for Automatic Sign Language Processing. In International Conference on Language Resources and Evaluation. 2020.
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  20. Félix Bigand, Elise Prigent and Annelies Braffort.
    Person Identification Based on Sign Language Motion: Insights from Human Perception and Computational Modeling. In International Symposium on Movement and Computing. 2020.
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PhD Thesis

  1. Valentin Belissen.
    From Sign Recognition to Automatic Sign Language Understanding: Addressing the Non-Conventionalized Units. 2020.

  2. Christopher Norman.
    Systematic review automation methods. 2020.

  3. Wafa Neifar.
    Méthodes d'acquisition terminologique en arabe : application au domaine médical. 2019.

  4. Zheng Zhang.
    Explorations in Word Embeddings : graph-based word embedding learning and cross-lingual contextual word embedding learning. 2019.

  5. Arnaud Ferré.
    Représentations vectorielles et apprentissage automatique pour l’alignement d’entités textuelles et de concepts d’ontologie : application à la biologie. 2019.

  6. Rashedur Rahman.
    Knowledge Base Population based on Entity Graph Analysis. 2018.

  7. Emanuela Boros.
    Neural Methods for Event Extraction. 2018.

  8. Mohamed-el-Fatah Benchiheub.
    Contribution à l'analyse des mouvements 3D de la Langue des Signes Française (LSF) en Action et en Perception. 2017.

  9. Mohamed Hadjadj.
    Modélisation de la Langue des Signes Française : Proposition d'un système à compositionalité sémantique. 2017.

  10. Wei Wang.
    Unsupervised Information Extraction From Text – Extraction and Clustering of Relations Between Entities. 2013.

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