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Stratégie Multitâche pour la Classification Multiclasse
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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-03265870 ; Traitement Automatique des Langues Naturelles (TALN 2021), 2021, Lille, France. pp.227-236 ; https://talnrecital2021.inria.fr/articles-acceptes/ (2021)
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| 2 |
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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Patch-based Identification of Lexical Semantic Relations
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In: 42nd European Conference on Information Retrieval (ECIR) ; https://hal.archives-ouvertes.fr/hal-02400661 ; 42nd European Conference on Information Retrieval (ECIR), 2020, Lisbon, Portugal (2020)
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| 5 |
Model-driven Web Page Segmentation for Non Visual Access
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In: 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019) ; https://hal.archives-ouvertes.fr/hal-02309612 ; 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), Oct 2019, Hanoï City, Vietnam (2019)
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| 7 |
Identifying Temporal Orientation of Word Senses Based on Minimum Cuts
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In: The 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016) ; https://hal.archives-ouvertes.fr/hal-01702812 ; The 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016), Aug 2016, Berlin, Germany. pp.22 - 30 (2016)
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| 8 |
Identifying temporality of word senses based on minimum cuts
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In: Hasanuzzaman, Mohammed orcid:0000-0003-1838-0091 , Dias, Gaël, Ferrari, Stéphane, Mathet, Yann and Way, Andy orcid:0000-0001-5736-5930 (2016) Identifying temporality of word senses based on minimum cuts. In: CoNLL 2016:The SIGNLL Conference on Computational Natural Language Learning, 11-12 Aug 2016, Berlin, Germany. ISBN 978-1-945626-19-7 (2016)
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| 9 |
Learning Pretopological Spaces for Lexical Taxonomy Acquisition
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In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; https://hal.archives-ouvertes.fr/hal-01163702 ; European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2015, Porto, Portugal (2015)
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| 10 |
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts
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In: International Workshop on Semantic Evaluation (SEMEVAL 2015) ; https://hal.archives-ouvertes.fr/hal-01144344 ; International Workshop on Semantic Evaluation (SEMEVAL 2015), 2015, Denver, United States (2015)
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| 11 |
Propagation Strategies for Building Temporal Ontologies
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In: 14th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01074969 ; 14th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2014, Gotenburg, Sweden. pp.PP6-11 (2014)
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| 12 |
A Hybrid Segmentation of Web Pages for Vibro-Tactile Access on Touch-Screen Devices
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In: 3rd Workshop on Vision and Language (VL 2014) associated to 25th International Conference on Computational Linguistics (COLING 2014) ; https://hal.archives-ouvertes.fr/hal-01076613 ; 3rd Workshop on Vision and Language (VL 2014) associated to 25th International Conference on Computational Linguistics (COLING 2014), Aug 2014, dublin, Ireland. pp.95 - 102 (2014)
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| 13 |
Multi-Objective Search Results Clustering
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In: 25th International Conference on Computational Linguistics (COLING 2014) ; https://hal.archives-ouvertes.fr/hal-01077207 ; 25th International Conference on Computational Linguistics (COLING 2014), Aug 2014, dublin, Ireland. pp.99 - 108 (2014)
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| 14 |
Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms
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In: 14th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01076535 ; 14th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2014, Gotenburg, Sweden (2014)
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| 15 |
Post-Retrieval Clustering Using Third-Order Similarity Measures
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In: Annual Meeting of the Association for Computational Linguistics (ACL 2013) ; https://hal.archives-ouvertes.fr/hal-00931263 ; Annual Meeting of the Association for Computational Linguistics (ACL 2013), Aug 2013, Sofia, Bulgaria. pp.153-158 (2013)
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| 16 |
Changing with time:modelling and detecting user lifecycle periods in online community platforms
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| 17 |
Exploitation de l'Asymétrie entre Termes pour l'Extraction Automatique de Taxonomies à partir de Textes.
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In: 12th Conférence Internationale Francophone sur l'Extraction et la Gestion de Connaissance (EGC 2012). ; https://hal.archives-ouvertes.fr/hal-01071621 ; 12th Conférence Internationale Francophone sur l'Extraction et la Gestion de Connaissance (EGC 2012)., Jan 2012, Bordeaux, France. pp.345-356 (2012)
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Abstract:
International audience ; We present in this paper a new approach for the automatic generation of lexical structures from texts. This task is based on the strong hypothesis that simple statistical observations on textual usages can provide pieces of semantics about the lexicon. Using such "naive" observations only, we propose a (pre)-topological framework to formalize and combine various hypotheses on textual data usages and then to derive a structure similar to usual lexical knowledge databases such as WordNet. In addition, we also consider the evaluation problem for the resulting lexical structures; our evaluation strategy is organized as a multi-level evaluation process, measuring the fitting between a given reference structure and an automatically generated structure from two different points of view: intrinsic/structural and application-based. The evaluation strategy is then used to quantify the contribution of the new structuring approach with respect to the corresponding solution proposed by (Sanderson et al., 2000) on two case studies that differ on the domain and the size of the lexicon. ; Nous présentons dans cet article une nouvelle approche pour la génération automatique de structures lexicales (ou taxonomies) à partir de textes. Cette tâche est fondée sur l'hypothèse forte selon laquelle l'accumulation de faits statistiques simples sur les usages en corpus permet d'approximer des informations de niveau sémantique sur le lexique. Nous utilisons la prétopologie comme cadre de travail afin de formaliser et de combiner plusieurs hypothèses sur les usages terminologiques et enfin de structurer le lexique sous la forme d'une taxonomie. Nous considérons également le problème de l'évaluation des taxonomies résultantes et proposons un nouvel indice afin de les comparer et de positionner notre approche par rapport à la littérature.
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Keyword:
[INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
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URL: https://hal.archives-ouvertes.fr/hal-01071621/document
https://hal.archives-ouvertes.fr/hal-01071621/file/ACTN-BUSCALDI-2012-1.pdf
https://hal.archives-ouvertes.fr/hal-01071621
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| 18 |
Transverse Subjectivity Classification
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In: Proceeding WISDOM '12 Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining ; WISDOM '12 Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining ; https://hal.archives-ouvertes.fr/hal-01071169 ; WISDOM '12 Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining, Aug 2012, pekin, China. ⟨10.1145/2346676.2346679⟩ (2012)
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| 19 |
A pretopological framework for the automatic construction of lexical-semantic structures from texts
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In: Proceedings of the 20th ACM international Conference on Information and Knowledge Management ; CIKM 2011 ; https://hal.archives-ouvertes.fr/hal-00825232 ; CIKM 2011, Oct 2011, Glasgow, United Kingdom. pp.2453-2456, ⟨10.1145/2063576.2063990⟩ (2011)
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| 20 |
Acquisition de structures lexico-sémantiques à partir de textes : un nouveau cadre de travail fondé sur une structuration prétopologique
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In: Actes de la 11ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances ; EGC ; https://hal.archives-ouvertes.fr/hal-00605405 ; EGC, Jan 2011, Brest, France. pp.107-118 (2011)
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