Autre publication scientifique
SEME
SEMantics and Information Extraction (SEME)
The SEME (semantics and information extraction) team is interested in the problems of accessing the meaning contained in language productions, for the purposes of analysis, comprehension, modeling or production. We apply our research to the written modality, without restriction on the original medium (text produced in electronic format, or from a speech transcription, or from optical recognition) and work on productions in open or specialized domains such as the medical field. We use both linguistic and statistical or neural learning approaches. We are particularly interested in the latter type of approach, and in the environmental costs they generate in automatic language processing, both during production and during use.
- Information extraction
- Corpus and modeling
- Sémantics, poly-lexical expressions
The team comprises 10 permanent members (CNRS researchers, lecturers at Université Paris-Saclay, ENSIIE, and Université Sorbonne Paris-Nord), 14 PhD students, and 3 post-docs or fixed-term contracts. We maintain links with industry (theses under CIFRE contracts, research projects) and regularly organize scientific events (TALN conference, scientific workshops, etc.).
Coordination
Members
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Sciences et Technologies des Langues
SEME
Paroubek Patrick
Research Engineer
Natural Language Processing Expert
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Sciences et Technologies des Langues
SEME
Zweigenbaum Pierre
Senior Researcher
Information extraction from biomedical text
PI in ANR-DFG-JST project KEEPHA and ANR PREDHIC
Publications
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Communication dans un congrès
Leticia Rebollo Couto, Albert Rilliard. Variação Pragmática e Diminutivização: intensificação e atenuação de atos expressivos e diretivos para a dublagem de animação em português, espanhol e francês. IV Colloque International VariaR 2024, Université Paul-Valéry Montpellier 3, Jun 2024, Montpellier, France. pp.43-44, ⟨10.3726/978-3-0351-0740-1⟩. ⟨hal-04874595⟩
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Thèse
Sofiya Kobylyanskaya. Towards multimodal assessment of L2 level : speech and eye tracking features in a cross-cultural setting. Computation and Language [cs.CL]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG111⟩. ⟨tel-04900961⟩
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Poster de conférence
Leticia Rebollo Couto, Albert Rilliard. Variación pragmática y expresividad negativa: análisis multimodal en datos de doblaje. LingCor2024: Workshop on Spoken Corpus Linguistics, Jul 2024, Vienna, Austria. . ⟨hal-04874470⟩
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Communication dans un congrès
Clémentine Bleuze, Fanny Ducel, Karën Fort, Maxime Amblard. Vers la création d’une super-intelligence » : un corpus pour étudier les revendications des articles de TALTraitement Automatique des langues. Journées de lancement LIFT 2, Nov 2024, Orléans, France. ⟨hal-04880335⟩
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Communication dans un congrès
Ayoub Hammal, Benno Uthayasooriyar, Caio Corro. Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace Selection. Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025), Jan 2025, Abu DHABI, France. ⟨hal-04877776⟩
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Communication dans un congrès
Simon Devauchelle, Albert Rilliard, David Doukhan, Lucas Ondel Yang. Describing voice in French media archives: age and gender effects on pitch and articulation characteristics. XX Convegno Nazionale AISV, LFSAG (Laboratorio di Fonetica Sperimentale “Arturo Genre”) Dipartimento di Lingue e Letterature Straniere e Culture Moderne Università degli Studi di Torino, Feb 2024, Turin (Italie), Italy. ⟨hal-04874662⟩
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Communication dans un congrès
Donna Erickson, João Antônio De Moraes, Albert Rilliard. Dimensões das atitudes prosódicas entre culturas. V Seminário Internacional de Fonologia, Universidade Federal do Rio de Janeiro, Nov 2024, Rio de Janeiro (BR), Brazil. ⟨hal-04874627⟩
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Communication dans un congrès
Khanh-An C Quan, Camille Guinaudeau, Shin’Ichi Satoh. Evaluating VQA Models’ Consistency in the Scientific Domain. Multimedia Modelling 2025, Jan 2025, Nara, Japan. ⟨hal-04860239⟩
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Communication dans un congrès
Saumya Yadav, Elise Lincker, Caroline Huron, Stéphanie Martin, Camille Guinaudeau, et al.. Towards Inclusive Education: Multimodal Classification of Textbook Images for Accessibility. Multimedia Modelling 2025, Jan 2025, Nara, Japan. ⟨hal-04860245⟩
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Communication dans un congrès
Delphine Bernhard, Myriam Bras, Anne-Laure Ligozat, Aleksandra Miletic, Jean Sibille, et al.. L’avenir numérique des langues minoritaires : bilan du projet RESTAURE pour l’alsacien, l’occitan et le picard. Colloque « Langues minoritaires » : quels acteurs pour quel avenir ?, Groupe d’Etudes sur le Plurilinguisme européen (EA1339 LiLPa), Nov 2019, Strasbourg, France. ⟨hal-04864670⟩
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Article dans une revue
Cyril Grouin, Natalia Grabar. Year 2023 in Biomedical Natural Language Processing: A Tribute to Large Language Models and Generative AI. IMIA Yearbook of Medical Informatics, 2024. ⟨hal-04865083⟩
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Communication dans un congrès
Natalia Grabar, Thierry Hamon. Study of the propaganda techniques occurring in Russian newspaper titles in 2022. METAPOL, université de Liège, Nov 2024, Liège (Belgique), Belgium. ⟨hal-04865074⟩
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Article dans une revue
Angèle Gayet-Ageron, Khaoula Ben Messaoud, Mark Richards, Cyril Jaksic, Julien Gobeill, et al.. Gender and geographical bias in the editorial decision-making process of biomedical journals: a case-control study. BMJ Evidence-Based Medicine, 2024, pp.bmjebm-2024-113083. ⟨10.1136/bmjebm-2024-113083⟩. ⟨hal-04865134⟩
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Communication dans un congrès
Omar Adjali, Olivier Ferret, Sahar Ghannay, Hervé Le Borgne. Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Nov 2024, Miami, United States. pp.16499-16513, ⟨10.18653/v1/2024.emnlp-main.922⟩. ⟨hal-04852275⟩
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Pré-publication, Document de travail
Aurélie Bugeau, Anne-Laure Ligozat. L’informatique en temps de crises environnementales : comment adapter la recherche et l’enseignement ?. 2024. ⟨hal-04850517⟩
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Article dans une revue
Donna Erickson, Albert Rilliard, Ela Thurgood, João Antônio de Moraes, Takaaki Shochi. Acoustic and perceptual profiles of american english social affective expressions. Journal of Speech Sciences, 2024, 13, pp.e024004. ⟨10.20396/joss.v13i00.20015⟩. ⟨hal-04850040⟩
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Pré-publication, Document de travail
Clément Morand, Anne-Laure Ligozat, Aurélie Névéol. How Green Can AI Be? A Study of Trends in Machine Learning Environmental Impacts. 2024. ⟨hal-04839926v3⟩
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Article dans une revue
Lucie Gianola. Traitement automatique des langues et linguistique de corpus pour la reconnaissance d’entités en analyse criminelle. Revue internationale de criminologie et de police technique et scientifique, 2021, LXXIV (3), pp.363-382. ⟨hal-04833123⟩
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Poster de conférence
Mathilde Aguiar, Ying Lai, Pierre Zweigenbaum, Nona Naderi. Constituting a dataset for applying Natural Language Inference to Chinese Clinical Trials: possible approaches and challenges. Junior Conference on Data Sciences and Engineering, Sep 2024, Gif-sur-Yvette, France. ⟨hal-04837721⟩
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Communication dans un congrès
Hansjörg Mixdorff, Albert Rilliard, Navneet Nayan. Perceptual Evaluation of Attitudinal Expressions. 5th International Symposium on Applied Phonetics (ISAPh 2024), Pärtel Lippus, Sep 2024, Tartu, Estonia. pp.60-64, ⟨10.21437/ISAPh.2024-12⟩. ⟨hal-04823812⟩
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Pré-publication, Document de travail
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, et al.. What Can Natural Language Processing Do for Peer Review?. 2024. ⟨hal-04797652⟩
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Article dans une revue
Fanny Ducel, Aurélie Névéol, Karën Fort. “You’ll be a nurse, my son!” Automatically Assessing Gender Biases in Autoregressive Language Models in French and Italian. Language Resources and Evaluation, 2024, ⟨10.1007/s10579-024-09780-6⟩. ⟨hal-04803403⟩
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Communication dans un congrès
Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, et al.. A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024, Turin, Italy. pp.395-414. ⟨hal-04779777⟩
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Communication dans un congrès
Dongfang Xu, Guillermo Lopez-Garcia, Lisa Raithel, Roland Roller, Philippe Thomas, et al.. Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP. The 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks, Association for Computational Linguistics, Aug 2024, Bangkok, Thailand. pp.183-195. ⟨hal-04781745⟩
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Proceedings/Recueil des communications
Pierre Zweigenbaum, Serge Sharoff, Reinhard Rapp. The 17th Workshop on Building and Using Comparable Corpora (BUCC) @LREC-COLING-2024. Workshop Proceedings. 17th Workshop on Building and Using Comparable Corpora (BUCC), 2024, 978-2-493814-31-9. ⟨hal-04779272⟩
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Communication dans un congrès
Atilla Kaan Alkan, Felix Grezes, Cyril Grouin, Fabian Schüssler, Pierre Zweigenbaum. Enriching a Time-Domain Astrophysics Corpus with Named Entity, Coreference, and Astrophysical Relationship Annotations. Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Apr 2024, Turin, Italy. pp.6177-6188. ⟨hal-04780619⟩
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Communication dans un congrès
Virgile Barthet, Marie José Aroulanda, Laura Monceaux-Cachard, Christine Jacquin, Cyril Grouin, et al.. Équilibrer qualité et quantité : comparaison de stratégies d’annotation pour la reconnaissance d’entités nommées en cardiologie. Journée Santé et IA 2024, AFIA; L3I; La Rochelle Université, Jul 2024, La Rochelle, France. ⟨hal-04780743⟩
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Article dans une revue
Clément Morand, Olivier Ridoux. CRI : A Competent Reader Imitator for detecting binomial names in an historical corpus. Lingvisticae investigationes : International Journal of Linguistics and Language, 2024, 47 (1), pp.30-67. ⟨10.1075/li.00107.mor⟩. ⟨hal-04764787⟩
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Mémoire d'étudiant
Clément Morand. Evaluation of the environmental impacts of Natural Language Processing methods. Computer Science [cs]. 2023. ⟨dumas-04758937⟩
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Communication dans un congrès
Fanny Ducel, Aurélie Névéol, Karën Fort. Desiderata for Actionable Bias Research. New Perspectives on Bias and Discrimination in Language Technology, Nov 2024, Amsterdam (Pays-Bas), France. ⟨hal-04755691⟩
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Article dans une revue
Jamil Zaghir, Marco Naguib, Mina Bjelogrlic, Aurélie Névéol, Xavier Tannier, et al.. Prompt Engineering Paradigms for Medical Applications: Scoping Review. Journal of Medical Internet Research, 2024, 26, pp.e60501. ⟨10.2196/60501⟩. ⟨hal-04752782⟩
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Communication dans un congrès
Mariana Neves, Cristian Grozea, Philippe Thomas, Roland Roller, Rachel Bawden, et al.. Findings of the WMT 2024 Biomedical Translation Shared Task: TestDéfinition courte Lorem ipsum Sets on Abstract Level. WMT24 – Ninth Conference on Machine Translation, Nov 2024, Miami, Florida, United States. pp.124-138. ⟨hal-04750560⟩
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Article dans une revue
Najet Hadj Mohamed, Cherifa Ben Khelil, Agata Savary, Iskander Keskes, Jean Yves Antoine, et al.. PARSEME-AR: Arabic reference corpus for multiword expressions using PARSEME annotation guidelines. Language Resources and Evaluation, 2024, ⟨10.1007/s10579-024-09763-7⟩. ⟨hal-04738059⟩
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Rapport
David Benaben, Françoise Berthoud, Gaël Guennebaud, Anne-Laure Ligozat, S. Valcke. Estimation de l’empreinte carbone d’une heure de calcul sur un cœur CPUCognition Perception et Usages ou sur un GPU. Labos 1point5. 2024. ⟨hal-04738556⟩
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Communication dans un congrès
Théo Gigant, Camille Guinaudeau, Marc Decombas, Frédéric Dufaux. Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics. The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Nov 2024, Miami (FL), United States. ⟨hal-04720645⟩
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Communication dans un congrès
Emmanuella Martinod, Michael Filhol. Formal Representation of Interrogation in French Sign Language. Proceedings of the 11th Workshop on representation and processing of Sign Languages, May 2024, Turin, Italy. ⟨hal-04712681⟩
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Communication dans un congrès
Michael Filhol, Thomas von Ascheberg. A software editor for the AZVD graphical Sign Language representation system. Workshop on the representation and processing Sign Language, May 2024, Turin, Italy. ⟨hal-04712674⟩
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Communication dans un congrès
Emmanuella Martinod, Michael Filhol. Examining interrogative marking in French Sign Language with the AZee approach. Clause-type marking in the visual modality, workshop at the Annual Conference of the German Linguistics Society, German Linguistics Society, Feb 2024, Bochum, Germany. ⟨hal-04709019⟩
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Communication dans un congrès
Paritosh Sharma, Camille Challant, Michael Filhol. Facial Expressions for Sign Language Synthesis using FACSHuman and AZee. 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources, May 2024, Turin, Italy. ⟨hal-04709105⟩
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Communication dans un congrès
Paritosh Sharma, Michael Filhol. Sign Language Synthesis using Pose Priors. MOCO ’24: 9th International Conference on Movement and Computing, May 2024, Utrecht Netherlands, France. pp.1-4, ⟨10.1145/3658852.3659080⟩. ⟨hal-04709203⟩
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Article dans une revue
Pierre La Rocca, Gaël Guennebaud, Aurélie Bugeau, Anne-Laure Ligozat. Estimating The Carbon Footprint Of Digital Agriculture Deployment: A Parametric Bottom-Up Modelling Approach.. Journal of Industrial Ecology, In press, 28 (6), pp.1801-1815. ⟨10.1111/jiec.13568⟩. ⟨hal-04708774⟩
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Article dans une revue
Fanny Ducel, Aurélie Névéol, Karën Fort. La recherche sur les biais dans les modèles de langue est biaisée : état de l’art en abyme. Revue TALTraitement Automatique des langues : traitement automatique des langues, 2024, 64 (3), pp.119-143. ⟨hal-04710191⟩
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Communication dans un congrès, Communication dans un congrès
Carlos Cuevas Villarmin, Sarah Cohen-Boulakia, Nona Naderi. Reproducibility in Named Entity Recognition: A Case Study Analysis. 2024 IEEE 20th International Conference on e-Science (e-Science), Sep 2024, Osaka, Japan. pp.1-10, ⟨10.1109/e-Science62913.2024.10678721⟩. ⟨hal-04706673⟩
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Communication dans un congrès
Rémi Uro, Marie Tahon, David Doukhan, Antoine Laurent, Albert Rilliard. Detecting the terminality of speech-turn boundary for spoken interactions in French TV and Radio content. Interspeech 2024, Itshak Lapidot; Sharon Gannot, Sep 2024, Kos, Greece. pp.3560 – 3564, ⟨10.21437/interspeech.2024-1163⟩. ⟨hal-04694968⟩
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Communication dans un congrès
Donna Erickson, Albert Rilliard, Malin Svensson Lundmark, Adelaide Silva, Leticia Rebollo Couto, et al.. Collecting Mandible Movement in Brazilian Portuguese. Interspeech 2024, Itshak Lapidot; Sharon Gannot, Sep 2024, Kos, Greece. pp.3145-3149, ⟨10.21437/interspeech.2024-1216⟩. ⟨hal-04694958⟩
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Communication dans un congrès
Benjamin Elie, David Doukhan, Rémi Uro, Lucas Ondel Yang, Albert Rilliard, et al.. Articulatory Configurations across Genders and Periods in French Radio and TV archives. Interspeech 2024, Itshak Lapidot; Sharon Gannot, Sep 2024, Kos, Greece. pp.3085-3089, ⟨10.21437/interspeech.2024-1177⟩. ⟨hal-04694868⟩
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Communication dans un congrès
Rémi Uro, Marie Tahon, Jane Wottawa, David Doukhan, Albert Rilliard, et al.. Annotation of Transition-Relevance Places and Interruptions for the Description of Turn-Taking in Conversations in French Media Content. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Sep 2024, Torino, Italy. pp.1225–1232. ⟨hal-04694997⟩
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Communication dans un congrès, Communication dans un congrès
Luc Mottin, Nona Naderi, Anaïs Mottaz, Pierre-André Michel, Gerieke Been, et al.. Comparing Sequence-Based and Literature-Based Pathogenicity Scoring Methods for Human Variants. 34th Medical Informatics Europe Conference, Aug 2024, Athens (Greece), Greece. ⟨10.3233/SHTI240747⟩. ⟨hal-04682928⟩
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Communication dans un congrès
Annelies Braffort, Patrice Dalle. Sign language processing: models, representations, tools for video analysis, for signing avatars and for communication. 2nd International Society for Gesture Studies (ISGS 2005) conference: “Interacting bodies”, 2005, Lyon, France. ⟨hal-04678548⟩