LexIt: A Computational Resource on Italian Argument Structure

The aim of this paper is to introduce LexIt, a computational framework for the automatic acquisition and exploration of distributional information about Italian verbs, nouns and adjectives, freely available through a web interface at the address http://sesia.humnet.unipi.it/lexit. LexIt is the first large-scale resource for Italian in which subcategorization and semantic selection properties are characterized fully on distributional ground: in the paper we describe both the process of data extraction and the evaluation of the subcategorization frames extracted with LexIt.

[1]  Felice Dell'Orletta,et al.  Reverse Revision and Linear Tree Combination for Dependency Parsing , 2009, HLT-NAACL.

[2]  James Pustejovsky,et al.  A Pattern Dictionary for Natural Language Processing , 2005 .

[3]  Stefan Evert,et al.  Corpora and collocations , 2007 .

[4]  Cristina Bosco,et al.  Evalita'09 Parsing Task: comparing dependency parsers and treebanks , 2009 .

[5]  Sabine Schulte im Walde 44. The induction of verb frames and verb classes from corpora , 2009 .

[6]  Guy Aston,et al.  Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian , 2004, LREC.

[7]  Daniel Jurafsky,et al.  How Verb Subcategorization Frequencies Are Affected By Corpus Choice , 1998, COLING.

[8]  Katrin Erk,et al.  A Flexible, Corpus-Driven Model of Regular and Inverse Selectional Preferences , 2010, CL.

[9]  Ted Briscoe,et al.  A Large Subcategorization Lexicon for Natural Language Processing Applications , 2006, LREC.

[10]  Francesco Sabatini,et al.  Il Sabatini Coletti : dizionario della lingua italiana , 2003 .

[11]  Nicoletta Calzolari,et al.  LE-PAROLE Project: The Italian Syntactic Lexicon , 1998 .

[12]  P. Resnik Selection and information: a class-based approach to lexical relationships , 1993 .

[13]  Sabine Schulte im Walde Experiments on the Automatic Induction of German Semantic Verb Classes , 2006, CL.

[14]  Ted Briscoe,et al.  A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora , 2007, ACL.

[15]  Adam Kilgarriff,et al.  The Sketch Engine , 2004 .

[16]  Thierry Poibeau,et al.  LexSchem: a Large Subcategorization Lexicon for French Verbs , 2008, LREC.

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

[18]  Suzanne Stevenson,et al.  Automatic Verb Classification Based on Statistical Distributions of Argument Structure , 2001, CL.

[19]  Marc Light,et al.  Statistical models for the induction and use of selectional preferences , 2002, Cogn. Sci..