Self-Enrichment of Normalized LMF Dictionaries Through Syntactic-Behaviors-to-Meanings Links

This paper reports on the status of an ongoing work to enrich the syntactic extension of normalized LMF dictionaries. It proposes an approach to find out the syntactic behaviors associated with the lexical entries and to link them to the corresponding meanings of these entries. The used corpus is constructed from texts associated with each meaning in the dictionaries, such as definitions and contexts. These texts are largely available and semantically controlled because of their association to the meanings, which fosters the establishment of efficient links. The proposed approach has been implemented and tested on an available Arabic normalized dictionary. The experiment concerned about 9,800 verbal entries. Both the identification of syntactic behaviors and the establishment of syntactic-behaviors-to-meanings links have been evaluated.

[1]  Benoît Sagot,et al.  The Lefff, a Freely Available and Large-coverage Morphological and Syntactic Lexicon for French , 2010, LREC.

[2]  Neville Ryant,et al.  A large-scale classification of English verbs , 2008, Lang. Resour. Evaluation.

[3]  Abdelmajid Ben Hamadou,et al.  LMF for Arabic , 2013 .

[4]  Ted Briscoe,et al.  Automatic Extraction of Subcategorization from Corpora , 1997, ANLP.

[5]  Valentin Jijkoun,et al.  Information Extraction for Question Answering: Improving Recall Through Syntactic Patterns , 2004, COLING.

[6]  Beth Levin,et al.  English Verb Classes and Alternations: A Preliminary Investigation , 1993 .

[7]  Abdelmajid Ben Hamadou,et al.  A Syntactic Lexicon for Arabic Verbs , 2010, LREC.

[8]  John A. Carroll,et al.  The Automatic Acquisition of Verb Subcategorisations and Their Impact on the Performance of an HPSG Parser , 2004, IJCNLP.

[9]  Sanda M. Harabagiu,et al.  Using Predicate-Argument Structures for Information Extraction , 2003, ACL.

[10]  Maurice Gross,et al.  Méthodes en syntaxe : régime des constructions complétives , 1978 .

[11]  Jaouad Mousser,et al.  A Large Coverage Verb Taxonomy for Arabic , 2010, LREC.

[12]  Christopher D. Manning Automatic Acquisition of a Large Sub Categorization Dictionary From Corpora , 1993, ACL.

[13]  Eric Laporte,et al.  Conversion of Lexicon-Grammar tables to LMF. Application to French , 2013 .

[14]  Ralph Grishman,et al.  Comlex Syntax: Building a Computational Lexicon , 1994, COLING.