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PEDIVHANDI: Multimodal Indexation and Retrieval System for Lecture Videos
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In: ISSN: 1868-5137 ; EISSN: 1868-5145 ; Journal of Ambient Intelligence and Humanized Computing ; https://hal.archives-ouvertes.fr/hal-02519310 ; Journal of Ambient Intelligence and Humanized Computing, Springer, 2013, 3 (4), pp.382-393. ⟨10.1007/978-3-642-37444-9_30⟩ (2013)
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Bilingual lexicon extraction from comparable corpora ; Extraction de lexiques bilingues à partir de corpus comparables
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In: https://tel.archives-ouvertes.fr/tel-00946914 ; Traitement du texte et du document. Université de Nantes, 2013. Français (2013)
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Es esch fàscht wie Ditsch, oder net? Étiquetage morphosyntaxique de l'alsacien en passant par l'allemand
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In: Actes de TALARE 2013 ; TALARE 2013 ; https://hal.archives-ouvertes.fr/hal-00838355 ; TALARE 2013, Jun 2013, Les Sables d'Olonne, France. pp.209-220 (2013)
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Un système de traduction de verbes entre arabe standard et arabe dialectal par analyse morphologique profonde
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In: Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-00908795 ; Traitement Automatique des Langues Naturelles, Jun 2013, France. pp.396 - 406 (2013)
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Improved Named Entity Recognition Through SVM-Based Combination
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In: https://hal.archives-ouvertes.fr/hal-01322867 ; [Research Report] Galatasaray University, Computer Science Department. 2013 (2013)
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Abstract:
Named Entity Extraction (NER) consists in identifying specific textual expressions, which represent various types of concepts: persons, locations, organizations, etc. It is an important part of natural language processing, because it is often used when building more advanced text-based tools, especially in the context of information extraction. Consequently, many NER tools are now available, designed to handle various sorts of texts, languages and entity types. A recent study on biographical texts showed the overall indices used to assess the performance of these tools hide the fact they can behave rather differently depending on the textual context, and could actually be complementary. In this work, we check this assumption by proposing two methods allowing to combine several NER tools: one relies on a voting process and the other is SVM-based. Both take advantage of a global text feature to guide the combination process. We extend an existing corpus to provide enough data for training and testing. We implement an open source flexible platform aiming at benchmarking NER tools. We apply our combination methods on a selection of NER tools, including state-of-the-art ones, as well as our custom tool specifically designed to process hyperlinked biographical texts. Our results show both proposed combination approaches outmatch the individual performance of all the considered standalone NER tools. Of the two, the SVM-based approach reaches the highest performance.
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Keyword:
[INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
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URL: https://hal.archives-ouvertes.fr/hal-01322867/file/report.pdf
https://hal.archives-ouvertes.fr/hal-01322867/document
https://hal.archives-ouvertes.fr/hal-01322867
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Leveraging lexical cohesion and disruption for topic segmentation
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In: Proceedings of International Conference on Empirical Methods in Natural Language Processing, EMNLP 2013 ; International Conference on Empirical Methods in Natural Language Processing, EMNLP 2013 ; https://hal.archives-ouvertes.fr/hal-00867011 ; International Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, Oct 2013, Seattle, United States. pp.1314--1324 (2013)
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On the Effect of Head Tagging on Parsing Discontinuous Dependencies in French
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In: ESSLLI Student Session 2013 ; StuS 2013 ; https://hal.archives-ouvertes.fr/hal-00918354 ; StuS 2013, Aug 2013, Düsseldorf, Germany. pp.93-103 (2013)
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A Comparison of Named Entity Recognition Tools Applied to Biographical Texts
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In: 2nd International Conference on Systems and Computer Science ; https://hal.archives-ouvertes.fr/hal-00849797 ; 2nd International Conference on Systems and Computer Science, Aug 2013, Villeneuve d'Ascq, France. 6p (2013)
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Found in Translation: Computational Discovery of Translation Effects
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In: Translation Spaces ; https://hal.archives-ouvertes.fr/hal-00932527 ; Translation Spaces, 2013, pp. 81-104. ⟨10.1075/ts.2.05vog⟩ (2013)
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Rhetorical Browzing in Journalistic Texts: Preliminary Investigations
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In: Proceedings of the 2013 Federated Conference on Computer Science and Information Systems ; https://hal.archives-ouvertes.fr/hal-01074490 ; Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, IEEE, 2013, pp. 251-256 (2013)
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Procédés de traduction humaine mis en évidence dans les ruptures lexicogrammaticales avec la traduction d'un système de traduction automatique probabiliste
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In: 7èmes Journées Internationales de la Linguistique de Corpus ; https://hal.archives-ouvertes.fr/hal-02306443 ; 7èmes Journées Internationales de la Linguistique de Corpus, Sep 2013, Lorient, France (2013)
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Typology of adjectival idioms in Brazilian Portuguese ; Tipologia das expressões adjetivais do português do Brasil
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In: Workshop de Iniciação Científica em Tecnologia da Informação e da Linguagem Humana ; https://hal.archives-ouvertes.fr/hal-01410226 ; Workshop de Iniciação Científica em Tecnologia da Informação e da Linguagem Humana, Oct 2013, Fortaleza, Brazil. pp.28 - 30 ; http://www.lbd.dcc.ufmg.br/colecoes/tilic/2013/0010.pdf (2013)
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Vers une étude comparative diachronique des mondes lexicaux du féminisme
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In: https://hal-lirmm.ccsd.cnrs.fr/lirmm-00816322 ; [Rapport de recherche] RR-13010, Lirmm. 2013, pp.13 (2013)
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Inférence de règles déductives par abduction
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In: MIXEUR'2013 : Méthodes mixtes pour l'analyse syntaxique et sémantique du français ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-00830445 ; MIXEUR'2013 : Méthodes mixtes pour l'analyse syntaxique et sémantique du français, Jun 2013, Sables d'Olonne, France. pp.N/A ; http://www.labri.fr/perso/retore/mixeur/ (2013)
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WoNeF : amélioration, extension et évaluation d'une traduction française automatique de WordNet
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In: TALN 2013 - 20ème conférence du Traitement Automatique du Langage Naturel ; https://hal-cea.archives-ouvertes.fr/cea-00932340 ; TALN 2013 - 20ème conférence du Traitement Automatique du Langage Naturel, Jun 2013, Les Sables d'Olonne, France. pp.76-89 (2013)
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Multimodal human-machine dialogue: from pragmatic linguistics to system design ; Dialogue homme-machine multimodal : de la pragmatique linguistique à la conception de systèmes
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In: https://tel.archives-ouvertes.fr/tel-00848533 ; Traitement du texte et du document. Université Paris Sud - Paris XI, 2013 (2013)
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Italian Verb-Adverbial Particle Constructions ; Italian Verb-Adverbial Particle Constructions: Predicative structures and patterns of variation
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In: ISSN: 0378-4169 ; EISSN: 1569-9927 ; Lingvisticae Investigationes ; https://hal.archives-ouvertes.fr/hal-03321487 ; Lingvisticae Investigationes, Philadelphia; Amsterdam: John Benjamins, 2013, 36 (2), pp.229-243. ⟨10.1075/li.36.2.03gug⟩ (2013)
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Ressources lexicales mono- et multilingues : une évolution historique au fil des pratiques et des usages
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In: Ressources lexicales: contenu, évaluation, utilisation, évaluation. ; https://hal.archives-ouvertes.fr/hal-03203895 ; Ressources lexicales: contenu, évaluation, utilisation, évaluation., 30, John Benjamins Publishing, pp.1-42, 2013, Lingvisticæ Investigationes Supplementa, 9789027271020 ; https://benjamins.com/catalog/lis.30 (2013)
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Délimitation des ADV(Instr) figés en polonais
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In: ISSN: 0378-4169 ; EISSN: 1569-9927 ; Lingvisticae Investigationes ; https://hal.archives-ouvertes.fr/hal-03321492 ; Lingvisticae Investigationes, Philadelphia; Amsterdam: John Benjamins, 2013, 36 (2), pp.244-260. ⟨10.1075/li.36.2.04kal⟩ (2013)
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Bene : Adverb or noun?
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In: ISSN: 0378-4169 ; EISSN: 1569-9927 ; Lingvisticae Investigationes ; https://hal.archives-ouvertes.fr/hal-03321497 ; Lingvisticae Investigationes, Philadelphia; Amsterdam: John Benjamins, 2013, 36 (2), pp.298-310. ⟨10.1075/li.36.2.08mir⟩ (2013)
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