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Plongements Interprétables pour la Détection de Biais Cachés
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In: à paraître : Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles (TALN 2021) ; https://hal.archives-ouvertes.fr/hal-03265888 ; Traitement Automatique des Langues Naturelles (TALN 2021), 2021, Lille, France. pp.64-80 ; https://talnrecital2021.inria.fr/articles-acceptes/ (2021)
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| 2 |
Prédire l'aspect linguistique en anglais au moyen de transformers
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In: à paraître : Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles (TALN 2021) ; https://hal.archives-ouvertes.fr/hal-03265894 ; Traitement Automatique des Langues Naturelles (TALN 2021), 2021, Lille, France. pp.209-218 ; https://talnrecital2021.inria.fr/articles-acceptes/ (2021)
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| 3 |
Composition of Embeddings : Lessons from Statistical Relational Learning
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In: Proceedings of SEM 2019 ; 8th Joint Conference on Lexical and Computational Semantics (SEM 2019) ; https://hal.archives-ouvertes.fr/hal-02397476 ; 8th Joint Conference on Lexical and Computational Semantics (SEM 2019), Jun 2019, Minneapolis, United States. pp.33-43 (2019)
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| 4 |
Mining Discourse Markers for Unsupervised Sentence Representation Learning
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In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2019) ; https://hal.archives-ouvertes.fr/hal-02397473 ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2019), Jun 2019, Minneapolis, United States. pp.3477-3486 (2019)
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| 5 |
Lexical vs. logical words: the view from Distributional Semantics
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In: Proceedings fo Sinn und Bedeutung ; https://halshs.archives-ouvertes.fr/halshs-02381667 ; Proceedings fo Sinn und Bedeutung, 2018, Berlin, Germany (2018)
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| 6 |
Content vs. function words: the view from distributional semantics
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In: ISSN: 1435-9588 ; ZAS Papers in Linguistics (ZASPiL) ; https://jeannicod.ccsd.cnrs.fr/ijn_03247051 ; ZAS Papers in Linguistics (ZASPiL), Leibniz-Zentrum Allgemeine Sprachwissenschaft (ZAS) 2018, Proceedings of Sinn und Bedeutung 22, 1, 60, pp.1-21. ⟨10.21248/zaspil.60.2018.451⟩ ; https://zaspil.leibniz-zas.de/article/view/451 (2018)
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| 7 |
Système d’ensemble pour la classification de tweets, DEFT 2017
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In: Atelier Défi Fouille de Textes : Analyse d'opinion et langage figuratif dans des tweets en français@ TALN/RECITAL 2017 (DEFT 2017) ; https://hal.archives-ouvertes.fr/hal-03120281 ; Atelier Défi Fouille de Textes : Analyse d'opinion et langage figuratif dans des tweets en français@ TALN/RECITAL 2017 (DEFT 2017), Jun 2017, Orléans, France. pp.27-31 ; http://talnarchives.atala.org/ateliers/2017/DEFT/2.pdf (2017)
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| 8 |
Types, meanings and co-composition in lexical semantics
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In: Modern Perspectives in Type-Theoretical Semantics ; https://hal.archives-ouvertes.fr/hal-03131888 ; Chatzikyriakidis, Stergios; Zhaohui, Luo. Modern Perspectives in Type-Theoretical Semantics, 98, Springer, pp.135--161, 2017, Studies in Linguistics and Philosophy book series (SLAP), 978-3319504209. ⟨10.1007/978-3-319-50422-3_6⟩ ; https://link.springer.com/chapter/10.1007/978-3-319-50422-3_6 (2017)
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| 9 |
Integrating Type Theory and Distributional Semantics: A Case Study on Adjective–Noun Compositions
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In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal-ens.archives-ouvertes.fr/hal-01678831 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2016, 42 (4), pp.703 - 725. ⟨10.1162/COLI_a_00264⟩ (2016)
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| 10 |
A Generalisation of Lexical Functions for Composition in Distributional Semantics
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In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) ; 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015) ; https://hal.archives-ouvertes.fr/hal-02355284 ; 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Jul 2015, Beijing, China. pp.281-291 (2015)
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| 11 |
Lexical semantics today
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In: The Routledge Handbook of Linguistics - 2015 ; https://hal.archives-ouvertes.fr/hal-03213958 ; Allan Keith. The Routledge Handbook of Linguistics - 2015, Routledge, pp.169--201, 2015, 978-0415832571. ⟨10.4324/9781315718453⟩ ; https://www.routledgehandbooks.com/doi/10.4324/9781315718453.ch11 (2015)
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| 12 |
Quantitative methods for identifying systematic polysemy classes
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In: Proceedings of the 6th Conference on Quantitative Investigations in Theoretical Linguistics ; 6th Conference on Quantitative Investigations in Theoretical Linguistics (QITL 2015) ; https://hal.archives-ouvertes.fr/hal-02397478 ; 6th Conference on Quantitative Investigations in Theoretical Linguistics (QITL 2015), Nov 2015, Tübingen, Germany. pp.1-5 (2015)
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| 13 |
Une évaluation approfondie de différentes méthodes de compositionalité sémantique
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In: Proceedings of TALN 2014 (Volume 1: Long Papers) ; 21eme Conference sur le Traitement Automatique des Langues Naturelles (TALN 2014) ; https://hal.archives-ouvertes.fr/hal-02354392 ; 21eme Conference sur le Traitement Automatique des Langues Naturelles (TALN 2014), Jul 2014, Marseille, France. pp.149-160 (2014)
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| 14 |
Présentation de l'atelier SemDis 2014 : sémantique distributionnelle pour la substitution lexicale et l'exploration de corpus spécialisés
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In: 21e Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2014) ; https://hal.archives-ouvertes.fr/hal-01022216 ; 21e Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2014), Jun 2014, Marseille, France. pp.196-205 (2014)
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| 15 |
MELODI : Semantic Similarity of Words and Compositional Phrases using Latent Vector Weighting
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In: Proceedings of the 2nd Joint Conference on Lexical and Computational Semantics (SEM), Vol. 2: Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013) ; 7th International Workshop on Semantic Evaluation (SemEval 2013) in : 2nd Joint Conference on Lexical and Computational Semantics (SEM 2013) ; https://hal.archives-ouvertes.fr/hal-01231759 ; 7th International Workshop on Semantic Evaluation (SemEval 2013) in : 2nd Joint Conference on Lexical and Computational Semantics (SEM 2013), Jun 2013, Atlanta, GA, United States. pp. 98-102 (2013)
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| 16 |
MELODI : A Supervised Distributional Approach for Free Paraphrasing of Noun Compounds
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In: Proceedings of the 2nd Joint Conference on Lexical and Computational Semantics (SEM), Vol. 2: Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013) ; 7th International Workshop on Semantic Evaluation (SemEval 2013) in : 2nd Joint Conference on Lexical and Computational Semantics (SEM 2013) ; https://hal.archives-ouvertes.fr/hal-01231760 ; 7th International Workshop on Semantic Evaluation (SemEval 2013) in : 2nd Joint Conference on Lexical and Computational Semantics (SEM 2013), Jun 2013, Atlanta, GA, United States. pp. 144-147 (2013)
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| 17 |
A Tensor-based Factorization Model of Semantic Compositionality
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In: Proceedings of the Conference of the North American Chapter of the Association of Computational Linguistics (HTL-NAACL) ; Conference of the North American Chapter of the Association of Computational Linguistics (HTL-NAACL) ; https://hal.archives-ouvertes.fr/hal-00997334 ; Conference of the North American Chapter of the Association of Computational Linguistics (HTL-NAACL), Jun 2013, Atlanta, United States. pp.1142-1151 (2013)
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