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DEBACER: a method for slicing moderated debates
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In: Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional ; https://hal.telecom-paris.fr/hal-03527450 ; Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional, Nov 2021, São Paulo, Brazil. pp.667-678, ⟨10.5753/eniac.2021.18293⟩ (2021)
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Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input
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In: Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-03372802 ; Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic. pp.3865-3869, ⟨10.21437/Interspeech.2021-275⟩ (2021)
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Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System
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In: ISSN: 0148-5598 ; EISSN: 1573-689X ; Journal of Medical Systems ; https://hal.archives-ouvertes.fr/hal-03452553 ; Journal of Medical Systems, Springer Verlag (Germany), 2021, 45 (7), ⟨10.1007/s10916-021-01737-4⟩ (2021)
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Easy-to-use combination of POS and BERT model for domain-specific and misspelled terms
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In: NL4IA Workshop Proceedings ; https://hal.archives-ouvertes.fr/hal-03474696 ; NL4IA Workshop Proceedings, Nov 2021, Milan, Italy (2021)
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Abstract:
International audience ; In this paper, we present BERT-POS, a simple method for encoding syntax into BERT embeddings without retraining or finetuning data, based on Part-Of-Speech (POS). Although fine-tuning is the most popular method to apply BERT models on domain datasets, it remains expensive in terms of training time, computing resources, training data selection and retraining frequency. Our alternative works at the preprocessing level and relies on POS tagging sentences. It gives interesting results for words similarity regarding out-of-vocabulary both in terms of domain-specific words and misspellings. More specifically, the experiments were done on French language, but we believe that they would be similar on others.
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Keyword:
[INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Language Models; Natural Language Processing; Out-of-Vocabulary Words; Part-Of-Speech; Semantic Similarity
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URL: https://hal.archives-ouvertes.fr/hal-03474696
https://hal.archives-ouvertes.fr/hal-03474696/document
https://hal.archives-ouvertes.fr/hal-03474696/file/paper132.pdf
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Picturing Questions and Answers - a formal approach to SLAM
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In: (In)coherence of discourse - Formal and Conceptual issues of Language ; https://hal.inria.fr/hal-02269631 ; Amblard, Maxime; Musiol, Michel; Rebuschi, Manuel. (In)coherence of discourse - Formal and Conceptual issues of Language, Springer, 2021, (In)coherence of discourse Formal and Conceptual issues of Language (2021)
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Verbal aspect in support-verb constructions ; Aspecto verbal nas construções com verbo-suporte
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In: ISSN: 1984-5911 ; Revista do GEL (Grupo de Estudos Lingüísticos do Estado de São Paulo) ; https://hal.archives-ouvertes.fr/hal-03218180 ; Revista do GEL (Grupo de Estudos Lingüísticos do Estado de São Paulo), GRUPO DE ESTUDOS LINGUÍSTICOS DO ESTADO DE SÃO PAULO, 2021, 18 (1), pp.204-229. ⟨10.21165/gel.v18i1.2897⟩ ; https://revistas.gel.org.br/rg/article/view/2897 (2021)
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An Arabic Transformation Based Approach to Automatic Paraphrasing of Syntactic Sentences
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In: ISSN: 1539-8072 ; Sino-US English Teaching ; https://hal.archives-ouvertes.fr/hal-03280191 ; Sino-US English Teaching, 2021, 18 (6), pp.137-146. ⟨10.17265/1539-8072/2021.06.001⟩ (2021)
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| 8 |
Les technologies du Web pour la valorisation d’un patrimoine industriel textile en mouvement dans les Hauts-de-France
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In: La fabrique numérique des corpus en sciences humaines et sociales ; https://hal.archives-ouvertes.fr/hal-02959506 ; La fabrique numérique des corpus en sciences humaines et sociales, A paraître (2021)
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| 9 |
État de l'art du changement sémantique à partir de plongements contextualisés
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In: COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference ; https://hal.archives-ouvertes.fr/hal-03320337 ; COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference, Apr 2021, Grenoble (virtuel), France (2021)
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| 10 |
Where Do Aspectual Variants of Light Verb Constructions Belong?
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In: Proceedings of the 17th Workshop on Multiword Expressions (MWE 2021) ; https://hal.archives-ouvertes.fr/hal-03321618 ; Proceedings of the 17th Workshop on Multiword Expressions (MWE 2021), Aug 2021, Online, France. pp.2-12, ⟨10.18653/v1/2021.mwe-1.2⟩ (2021)
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| 11 |
Emotionally Informed Hate Speech Detection: A Multi-target Perspective
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In: ISSN: 1866-9956 ; EISSN: 1866-9964 ; Cognitive Computation ; https://hal.archives-ouvertes.fr/hal-03275549 ; Cognitive Computation, Springer, 2021, 13 (4), ⟨10.1007/s12559-021-09862-5⟩ ; https://link.springer.com/article/10.1007%2Fs12559-021-09862-5 (2021)
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| 12 |
A comparative study of different features for efficient automatic hate speech detection
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In: IPrA 2021 - 17th International Pragmatics Conference ; https://hal.archives-ouvertes.fr/hal-03115781 ; IPrA 2021 - 17th International Pragmatics Conference, Jun 2021, Winterthur, Switzerland (2021)
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| 13 |
Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification
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In: à paraître ; Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) ; https://hal.archives-ouvertes.fr/hal-03220236 ; Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), ACL : Association for Computational Linguistics; Asian Federation of Natural Language Processing, Aug 2021, Bangkok (complete virtual format), Thailand ; https://2021.aclweb.org/ (2021)
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| 14 |
Multiword Expression Features for Automatic Hate Speech Detection
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In: NLDB 2021 - 26th International Conference on Natural Language & Information Systems ; https://hal.archives-ouvertes.fr/hal-03231047 ; NLDB 2021 - 26th International Conference on Natural Language & Information Systems, Jun 2021, Saarbrücken/Virtual, Germany ; http://nldb2021.sb.dfki.de/ (2021)
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| 15 |
About Neural Networks and Writing Definitions
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In: ISSN: 2160-5076 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America ; https://hal.archives-ouvertes.fr/hal-03547452 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America, 2021, 42 (2), ⟨10.1353/dic.2021.0022⟩ (2021)
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Transitive-predicative verb constructions in Portuguese: a transformational perspective ; Construções de verbos transitivos-predicativos em português: uma perspetiva transformacional
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In: ISSN: 2183-9077 ; Revista da Associação Portuguesa de Linguística ; https://hal.archives-ouvertes.fr/hal-03413230 ; Revista da Associação Portuguesa de Linguística, 2021, pp.10-25. ⟨10.26334/2183-9077/rapln8ano2021a2⟩ (2021)
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| 17 |
Outils d’analyse de données textuelles non structurées ; : Typologie d’outils d’analyse textuelles en SHS
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In: Semaine Data SHS : Traiter et analyser des données en sciences humaines et sociales ; https://hal.archives-ouvertes.fr/hal-03479599 ; Semaine Data SHS : Traiter et analyser des données en sciences humaines et sociales, Plateforme universitaire de données de Nanterre - MSH-Mondes; Plateforme universitaire de données des Grands-Moulins, Dec 2021, Nanterre, France ; https://pudndatashs.sciencesconf.org/resource/page/id/17 (2021)
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| 18 |
Le lexique-grammaire de noms sous-spécifiés
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In: ISSN: 1638-5748 ; EISSN: 1638-573X ; CORELA - COgnition, REprésentation, LAngage ; https://hal.archives-ouvertes.fr/hal-03475937 ; CORELA - COgnition, REprésentation, LAngage, CERLICO-Cercle Linguistique du Centre et de l'Ouest (France), 2021, Les noms sous-spécifiés en français: du lexique au discours, HS-34, ⟨10.4000/corela.13667⟩ (2021)
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| 19 |
Toward Creation of Ancash Quechua Lexical Resources from OCR
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In: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas ; Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP). Proceedings of the First Workshop ; https://hal.archives-ouvertes.fr/hal-03610330 ; Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP). Proceedings of the First Workshop, The Association for Computational Linguistics, pp.163-167, 2021, 978-1-954085-44-2 ; https://aclanthology.org/2021.americasnlp-1.pdf (2021)
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| 20 |
Le projet LELREP : vers une lexicologie appliquée à l'école
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In: ISSN: 0023-8376 ; Les Langues Modernes ; https://hal.archives-ouvertes.fr/hal-03621818 ; Les Langues Modernes, Association des professeurs de langues vivantes (APLV), 2021 (2021)
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