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NLP lexicons: innovative constructions and usages for machines and humans
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In: http://hal.inria.fr/docs/00/83/29/83/PDF/eLex2011-11.pdf (2013)
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Abstract:
Lexical resources have undergone significant changes with the generalized use of computers and the advent of the Internet. However, while such changes stand for revolutions when it comes to compare machine-readable dictionaries to their paper 'ancestors', machine-readable dictionaries, compiled for human readers, still have serious limitations. Natural language processing lexicons, initially developed for NLP applications, have shed light on some of such shortcomings. In this presentation, we will attempt to bring new elements relatively to NLP approaches aiming to develop present and tomorrow's lexical resources, in particular, using morphological and semantic information to better access lexical items. A special focus will be given on the semantic and on the multilingual side. Our argument is that nowadays lexical resources 1) should be useful both for men and machines, 2) can be constructed in alternative ways from classical lexicographic work, and 3) provide novel accesses and usages that are feasible only in the context of computer and user networks. Such points will be highlighted by means of two resources under development: LexRom, as an example of morphological form-based multilingual access, and the lexical network of JeuxDeMots, as an illustration of associative and semantic access.
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Keyword:
crowd sourcing; morphological and semantic content; multilingual; NLP lexica; semi-supervised learning
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.399.9991
http://hal.inria.fr/docs/00/83/29/83/PDF/eLex2011-11.pdf
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| 2 |
ABSTRACT Long Tail in Weighted Lexical Networks
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In: http://hal.inria.fr/docs/00/81/62/36/PDF/COGALEX2012-ML-v4.pdf (2013)
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A new dynamic approach for lexical networks evaluation
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In: http://hal.inria.fr/docs/00/71/14/83/PDF/LREC_2012_MLAJ_Final_v1-3.pdf (2012)
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| 4 |
Modelling, Detection and Exploitation of Lexical Functions for Analysis
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In: http://www.ecti-thailand.org/assets/papers/107_pub_6.pdf (2011)
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| 5 |
Degré de comparabilité, extraction lexicale bilingue et recherche d'information interlingue
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In: Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles (TALN) ; TALN 2011 - Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-00608471 ; TALN 2011 - Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2011, Montpellier, France. pp.211-222 (2011)
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Une analyse basée sur la S-DRT pour la modélisation de dialogues pathologiques
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In: Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles - TALN 2011 ; https://hal.archives-ouvertes.fr/hal-00601622 ; Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles - TALN 2011, Jun 2011, Montpellier, France. pp.93 - 98 (2011)
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| 7 |
Multiscale visual analysis of lexical networks
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In: http://hal-lirmm.ccsd.cnrs.fr/docs/00/41/06/44/PDF/index.pdf (2009)
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| 8 |
Multiscale visual analysis of lexical networks
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In: http://www.lirmm.fr/~artignan/dl/5.pdf (2009)
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PtiClic : a game for vocabulary assessment combining JeuxDeMots and LSA
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In: http://www.cicling.org/2009/RCS-41/289-298.pdf (2009)
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| 10 |
Conceptual vector learning - comparing bootstrapping from a thesaurus or induction by emergence
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In: http://www.sdjt.si/bib/lrec06/pdf/618_pdf.pdf (2006)
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| 11 |
Low Cost Automated Conceptual Vector Generation from Mono and Bilingual Ressources
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In: http://www.lirmm.fr/~lafourcade/ML-biblio/PAPILLON-2004/PAPILLON04-MLFRDS-v3.pdf (2004)
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| 12 |
Nommage De Sens L'aide Des Vecteurs Conceptuels
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In: http://www.lirmm.fr/~lafourcade/ML-biblio/RFIA2004/RFIA2004-FJML-331.pdf (2004)
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| 13 |
Low Cost Automated Conceptual Vector Generation from Mono and Bilingual Ressources
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In: http://www.papillon-dictionary.org/info_media/42808976.pdf (2004)
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Mixing Semantic Networks and Conceptual Vectors: the Case of Hyperonymy
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In: http://www.lirmm.fr/~lafourca/ML-biblio/ICCI2003/princelafourca.pdf (2003)
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From word sense naming to vocabulary Augmentation In Papillon
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In: http://www.lirmm.fr/~lafourcade/ML-biblio/PAPILLON-2003/papillon2003-fa-v2.pdf (2003)
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V.: “Antonymy and Conceptual Vectors
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In: http://acl.ldc.upenn.edu/C/C02/C02-1061.pdf (2002)
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| 17 |
UNL Lexical Selection with Conceptual Vectors
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In: http://www.lrec-conf.org/proceedings/lrec2002/pdf/354.pdf (2002)
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| 18 |
Antonymy and Conceptual Vectors
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In: http://www.lirmm.fr/~schwab/Publications/Coling2002.ps (2002)
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| 19 |
Hardening of Acception Links Through Vectorized Lexical Functions
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In: http://www.lirmm.fr/~lafourca/ML-biblio/PAPILLON-2002/DSML-Papillon2002.pdf (2002)
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| 20 |
Guessing Hierarchies and Symbols for Word Meanings through Hyperonyms and Conceptual vectors
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In: http://www.lirmm.fr/~lafourca/ML-biblio/MASPEGHI/MASPEGHI2-3-ML.pdf (2002)
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