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ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities
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In: ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’22) ; https://hal-universite-paris-saclay.archives-ouvertes.fr/hal-03650618 ; 2022 (2022)
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Intérêt des modèles de caractères pour la détection d'événements
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In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03265875 ; Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.179-188 (2021)
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Abstract:
International audience ; Cet article aborde la tâche de détection d’événements, visant à identifier et catégoriser les mentions d’événements dans les textes. Une des difficultés de cette tâche est le problème des mentions d’événements correspondant à des mots mal orthographiés, très spécifiques ou hors vocabulaire. Pour analyser l’impact de leur prise en compte par le biais de modèles de caractères, nous proposons d’intégrer des plongements de caractères, qui peuvent capturer des informations morphologiques et de forme sur les mots, à un modèle convolutif pour la détection d’événements. Plus précisément, nous évaluons deux stratégies pour réaliser une telle intégration et montrons qu’une approche de fusion tardive surpasse à la fois une approche de fusion précoce et des modèles intégrant des informations sur les caractères ou les sous-mots tels que ELMo ou BERT.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; événements; Extraction d’information; plongements lexicaux
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URL: https://hal.archives-ouvertes.fr/hal-03265875/file/148.pdf
https://hal.archives-ouvertes.fr/hal-03265875/document
https://hal.archives-ouvertes.fr/hal-03265875
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Extrinsic Evaluation of French Dependency Parsers on a Specialized Corpus: Comparison of Distributional Thesauri
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In: 12th Language Resources and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-02611042 ; 12th Language Resources and Evaluation Conference, May 2020, Marseille, France. pp.5822-5830 (2020)
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CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters
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In: International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03100665 ; International Conference on Computational Linguistics, Dec 2020, Barcelona (on line), Spain. pp.6903-6915 ; https://coling2020.org/ (2020)
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Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition
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In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop ; https://hal.archives-ouvertes.fr/hal-02860947 ; Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, Jul 2019, Florence, France. pp.295-301, ⟨10.18653/v1/P19-2041⟩ (2019)
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Evaluation of a Sequence Tagging Tool for Biomedical Texts
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In: International Workshop on Health Text Mining and Information Analysis ; https://hal.archives-ouvertes.fr/hal-01990502 ; International Workshop on Health Text Mining and Information Analysis, Oct 2018, Bruxelles, Belgium (2018)
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Représentations et modèles en extraction d'événements supervisée
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In: Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2017) ; https://hal.archives-ouvertes.fr/hal-01561986 ; Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2017), Jul 2017, Caen, France (2017)
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Temporal information extraction from clinical text
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In: Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01842460 ; Conference of the European Chapter of the Association for Computational Linguistics , Apr 2017, Valence, Spain (2017)
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| 9 |
Unsupervised Event Clustering and Aggregation from Newswire and Web Articles
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In: 2017 EMNLP Workshop: Natural Language Processing meets Journalism ; https://hal-cea.archives-ouvertes.fr/cea-01857885 ; 2017 EMNLP Workshop: Natural Language Processing meets Journalism, 2017, Copenhagen, Denmark. pp.62-67 (2017)
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Neural architecture for temporal relation extraction: A Bi-LSTM approach for detecting narrative containers
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In: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics ; https://hal-cea.archives-ouvertes.fr/cea-01841667 ; Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, Jul 2017, Vancouver, Canada. pp.224-230, ⟨10.18653/v1/P17-2035⟩ (2017)
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LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives
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In: 11th International Workshop on Semantic Evaluation (SemEval-2017) ; https://hal-cea.archives-ouvertes.fr/cea-01857879 ; 11th International Workshop on Semantic Evaluation (SemEval-2017), Aug 2017, Vancouver, Canada. pp.597-602 (2017)
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| 12 |
Supervised Learning of Entity Disambiguation Models by Negative Sample Selection
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In: 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017) ; https://hal-cea.archives-ouvertes.fr/cea-01857878 ; 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), 2017, Budapest, Hungary (2017)
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| 13 |
A dataset for open event extraction in English
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In: 10th International Conference on Language Resources and Evaluation, LREC 2016 ; https://hal-cea.archives-ouvertes.fr/cea-01843179 ; 10th International Conference on Language Resources and Evaluation, LREC 2016, May 2016, Portoroz, Slovenia. pp.1939-1943 (2016)
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| 14 |
LIMSI-COT at SemEval-2016 task 12: Temporal relation identification using a pipeline of classifiers
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In: 10th International Workshop on Semantic Evaluation, SemEval 2016 ; https://hal-cea.archives-ouvertes.fr/cea-01843187 ; 10th International Workshop on Semantic Evaluation, SemEval 2016, Jun 2016, San Diego, United States. pp.1136-1142 (2016)
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| 15 |
LIMSI-COT at SemEval-2016 Task 12: Temporal relation identification using a pipeline of classifiers
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In: Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) ; https://hal.archives-ouvertes.fr/hal-02407173 ; Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), Jun 2016, San Diego, United States. pp.1136-1142, ⟨10.18653/v1/S16-1175⟩ (2016)
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Typing relations in distributional thesauri
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In: Language Production, Cognition, and the Lexicon ; https://hal-cea.archives-ouvertes.fr/cea-01858464 ; Nuria Gala and Reinhard Rapp and Gemma Bel. Language Production, Cognition, and the Lexicon, 48, Springer, pp.113--134, 2015, Text, Speech and Language Technology (2015)
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Reorganize distributional thesaurus by combining different criteria ; Réordonnancer des thésaurus distributionnels en combinant différents critères
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In: ISSN: 1248-9433 ; EISSN: 1965-0906 ; Revue TAL ; https://hal-cea.archives-ouvertes.fr/cea-01847291 ; Revue TAL, ATALA (Association pour le Traitement Automatique des Langues), 2015, 56 (2), pp.21-49 ; http://www.atala.org/sites/default/files/Ferret_0.pdf (2015)
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| 18 |
Generative event schema induction with entity disambiguation
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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 ; https://hal-cea.archives-ouvertes.fr/cea-01844047 ; Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, Jul 2015, Beijing, China. pp.188-197 (2015)
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| 19 |
Early and late combinations of criteria for reranking distributional thesauri
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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 (Short Papers) ; https://hal-cea.archives-ouvertes.fr/cea-01844049 ; Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Short Papers), Jul 2015, Beijing, China. pp.470-476 (2015)
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| 20 |
Utiliser un modèle neuronal générique pour la substitution lexicale
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In: Atelier SemDis de la 21ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2014) ; https://hal-cea.archives-ouvertes.fr/cea-01858470 ; Atelier SemDis de la 21ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2014), 2014, Marseille, France. pp.218--227 (2014)
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