Parcourir, reconnaître et réfléchir. Combinaison de méthodes légères pour l'extraction de relations sémantiques (Browse, recognize and think)

Browse, recognize and think. Combination of light methods applied to semantic relations extraction Extracting semantic relations from texts is a good way to build and supply a knowledge base, an indispensable resource for text analysis. We propose and evaluate the combination of three ways of producing lexical-semantic relations. MOTS-CLES : cooccurrences, inférences, patrons et relations sémantiques, combinaison

[1]  Marti A. Hearst Automatic Acquisition of Hyponyms from Large Text Corpora , 1992, COLING.

[2]  Mathieu Lafourcade,et al.  Inferring Knowledge with Word Refinements in a Crowdsourced Lexical-Semantic Network , 2014, COLING.

[3]  Dan I. Moldovan,et al.  Learning Semantic Constraints for the Automatic Discovery of Part-Whole Relations , 2003, NAACL.

[4]  Alexander Panchenko Similarity measures for semantic relation extraction , 2013 .

[5]  Aurélie Herbelot,et al.  Acquiring Ontological Relationships from Wikipedia Using RMRS , 2006 .

[6]  Daniel Jurafsky,et al.  Learning Syntactic Patterns for Automatic Hypernym Discovery , 2004, NIPS.

[7]  Mathieu Lafourcade,et al.  Making people play for Lexical Acquisition with the JeuxDeMots prototype , 2007 .

[8]  Maria Ruiz-Casado,et al.  Automatic Extraction of Semantic Relationships for WordNet by Means of Pattern Learning from Wikipedia , 2005, NLDB.

[9]  Simone Paolo Ponzetto,et al.  BabelNet: Building a Very Large Multilingual Semantic Network , 2010, ACL.

[10]  Mathieu Lafourcade,et al.  Patrons sémantiques pour l'extraction de relations entre termes - Application aux comptes rendus radiologiques (Here the title in English) , 2016, JEP-TALN-RECITAL.

[11]  Mathieu Lafourcade,et al.  About Inferences in a Crowdsourced Lexical-Semantic Network , 2014, EACL.

[12]  Kentaro Torisawa,et al.  Hacking Wikipedia for Hyponymy Relation Acquisition , 2008, IJCNLP.

[13]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.