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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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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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Content vs. function words: The view from distributional semantics ...
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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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Content vs. function words: the view from distributional semantics ...
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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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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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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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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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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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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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Quantitative methods for identifying systematic polysemy classes ...
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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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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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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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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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"Sound" and "Noise" in Sonic Environmental Studies: Comparing Word Meaning in Discourses of Community Noise and Soundscape Research
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In: ISSN: 1610-1928 ; EISSN: 1861-9959 ; Acta Acustica united with Acustica ; https://hal.archives-ouvertes.fr/hal-02342943 ; Acta Acustica united with Acustica, Hirzel Verlag, 2013, 99 (6), pp.853-862. ⟨10.3813/AAA.918664⟩ (2013)
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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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Multiway Tensor Factorization for Unsupervised Lexical Acquisition
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In: Proceedings of COLING 2012: Technical Papers ; COLING 2012 ; https://hal.archives-ouvertes.fr/hal-00783711 ; COLING 2012, Dec 2012, Mumbai, India. pp.2703-2720 (2012)
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Latent Vector Weighting for Word Meaning in Context
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In: Proceedings of "Empirical Methods in Natural Language Processing" ; Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-00666475 ; Empirical Methods in Natural Language Processing, 2011, France (2011)
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