2026

Conference papers

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Farida Saïd, Jeanne Villaneau. Multi-Source Emotion Annotation in Children’s Language: When LLM Consensus Diverges from Human Judgment. Workshop on Computational Affective Science at LREC 2026, LRA Language Resources Association, May 2026, Palma de Mallorca, Spain. ⟨hal-05573349⟩

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Book sections

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Farida Saïd, Jeanne Villaneau, Silvia Araujo, Radia Hannachi. Assessing Collaborative Writing through NLP: A Case Study on Monomodal Text Co-construction. Michael E. Auer ; Peter Toth. Innovation via Collaborative Learning in Engineering Education, Volume 4 (1849), Springer, In press, 978-3-032-18890-8. ⟨hal-05584023⟩

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2025

Journal articles

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Mansour Tchenegnon, Sylvie Gibet, Thibaut Le Naour. MoCoSys: human motion correction based on deep learning coupled with 3D+t Laplacian motion representation. The Visual Computer, 2025, 41 (12), pp.10347-10362. ⟨10.1007/S00371-025-04041-1⟩. ⟨hal-05446774⟩

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Danrun Cao, Nicolas Béchet, Pierre-François Marteau, Oussama Ahmia. Textual data augmentation using generative approaches – Impact on named entity recognition tasks. Data and Knowledge Engineering, 2025, 156, pp.102403. ⟨10.1016/j.datak.2024.102403⟩. ⟨hal-05318240⟩

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Jade Mekki, Nicolas Béchet, Delphine Battistelli, Gwénolé Lecorvé. Automatic characterization of French language registers: illustration on tweets. Revue TAL : traitement automatique des langues, 2025, Varia, 66 (01). ⟨hal-05448117⟩

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Conference papers

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Hoan My Tran, Damien Lolive, Aghilas Sini, Arnaud Delhay, Pierre-François Marteau, et al.. Multi-level SSL Feature Gating for Audio Deepfake Detection. MM 2025 – ACM International Conference on Multimedia, ACM, Oct 2025, Dublin (IR), Ireland. ⟨10.1145/3746027.3754568⟩. ⟨hal-05286973⟩

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Rania Bennetayeb, Giuseppe Berio, Nicolas Béchet, Albert Murienne. Triples-Driven ontology construction with LLMs for Urban Planning compliance. KEOD 2025 – 17th International Conference on Knowledge Engineering and Ontology Development, Oct 2025, Marbella, Spain. pp.184-191, ⟨10.5220/0013838700004000⟩. ⟨hal-05376692⟩

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Anastasiia Riabova, Rémy Kessler, Nicolas Béchet. Ontology Semantic Disambiguation by LLM. 17th International Conference on Knowledge Engineering and Ontology Development, Oct 2025, Marbella, France. pp.175-183, ⟨10.5220/0013834800004000⟩. ⟨hal-05446587⟩

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Farida Saïd, Jeanne Villaneau, Sílvia Araújo, Radia Hannachi. Assessing Collaborative Writing through NLP: A Case Study on Monomodal Text Co-construction. 28th International Conference on Interactive Collaborative Learning (ICL 2025) and 54th IGIP International Conference on Engineering Pedagogy (IGIP 2025), International Society for Engineering Pedagogy (IGIP) and Budapest University of Technology and Economics (BME), Oct 2025, Budapest, Hungary. ⟨hal-05360966⟩

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Clément Reverdy, Sylvie Gibet, Pierre-François Marteau. Translating Sentences from Written French into LSF Annotation. IVA Adjunct ’25: ACM International Conference on Intelligent Virtual Agents, Sep 2025, Berlin Germany, France. pp.1-6, ⟨10.1145/3742886.3756725⟩. ⟨hal-05446808⟩

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Hoan My Tran, Damien Lolive, David Guennec, Aghilas Sini, Arnaud Delhay, et al.. KAN You Hear the Truth? Audio Deepfake Detection with Kolmogorov-Arnold Networks. EUSIPCO 2025, EURASIP, Sep 2025, Palerme, Italy. pp.561-565. ⟨hal-05283051⟩

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Pauline Mas, Natacha Miniconi, Kevin Vythelingum, Meysam Shamsi, Aghilas Sini, et al.. VO2Lium : Voxygen and LIUM contribution for Blizzard 2025. The Blizzard Challenge 2025, Aug 2025, Leeuwarden, Netherlands. pp.18-23, ⟨10.21437/Blizzard.2025-2⟩. ⟨hal-05300968v2⟩

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Hoan My Tran, Damien Lolive, David Guennec, Aghilas Sini, Arnaud Delhay, et al.. Leveraging SSL Speech Features and Mamba for Enhanced DeepFake Detection. Interspeech 2025, ISCA, Aug 2025, Rotterdam (NL), Netherlands. pp.5323–5327, ⟨10.21437/Interspeech.2025-1703⟩. ⟨hal-05240551⟩

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Sébastien Le Maguer, Gwénolé Lecorvé, Damien Lolive, Naomi Harte, Juraj Šimko. Enabling the replicability of speech synthesis perceptual evaluations. Interspeech 2025 – 26th edition of the Interspeech Conference, Aug 2025, Rotterdam, Netherlands. pp.2545-2549, ⟨10.21437/Interspeech.2025-401⟩. ⟨hal-05477590⟩

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Pierre Falez, Tony Marteau, Damien Lolive, Arnaud Delhay. Audio Deepfake Source Tracing using Multi-Attribute Open-Set Identification and Verification. Interspeech 2025, Aug 2025, Rotterdam, Netherlands. pp.1528-1532, ⟨10.21437/interspeech.2025-2001⟩. ⟨hal-05472354⟩

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Farida Saïd, Jeanne Villaneau. Fathers and Mothers through Children’s Eyes: A Child-Centered Approach Using NLP and Qualitative Analysis. SRCD 2025 Biennal Meeting, Society for Research in Child Development (SRCD), May 2025, Minneapolis, United States. ⟨hal-05061839⟩

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Quentin Lemesle, Jonathan Chevelu, Philippe Martin, Damien Lolive, Arnaud Delhay, et al.. Paraphrase Generation Evaluation Powered by an LLM: A Semantic Metric, Not a Lexical One. The 31st International Conference on Computational Linguistics (COLING), Jan 2025, Abu Dhabi, United Arab Emirates. ⟨hal-04849291⟩

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Ulysse Oliveri, Guillaume Gadek, Alexandre Dey, Benjamin Costé, Damien Lolive, et al.. SocialForge: simulating the social internet to provide realistic training against influence operations. ACL Industry Track, 2025, Vienna (Austria), Austria. ⟨hal-05170276⟩

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Other publications

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Rania Bennetayeb, Giuseppe Berio, Nicolas Béchet. A LLM centred framework for ontology generation in urban planning domain. A LLM centred framework for ontology generation in urban planning domain, 2025. ⟨hal-05082084⟩

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Abdelhadi Bellachhab, Olga Galatanu, Frédéric Pugniere-Saavedra, Valérie Rochaix, Farida Saïd, et al.. Projet COSMOS : Transcriptions anonymisées d’interviews d’enfants sur la construction sémantique et les stéréotypes. 2025, ⟨10.34847/NKL.DBFC0N79⟩. ⟨hal-04893220⟩

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Preprints, Working Papers, …

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Rémy Kessler, Nicolas Béchet. Deep Learning and Natural Language Processing in the Field of Construction.. 2025. ⟨hal-04882394⟩

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