Definitional verbal patterns for semantic relation extraction

In this paper we present a description of the role of definitional verbal patterns for the extraction of semantic relations. Several studies show that semantic relations can be extracted from analytic definitions contained in machine-readable dictionaries (MRDs). In addition, definitions found in specialised texts are a good starting point to search for different types of definitions where other semantic relations occur. The extraction of definitional knowledge from specialised corpora represents another interesting approach for the extraction of semantic relations. Here, we present a descriptive analysis of definitional verbal patterns in Spanish and the first steps towards the development of a system for the automatic extraction of definitional knowledge.

[1]  Jennifer Pearson,et al.  Terms in context , 1998 .

[2]  Enrique Mallén,et al.  A syntactic analysis of secondary predication in Spanish , 1991, Journal of Linguistics.

[3]  Carlos Rodriguez Metalinguistic Information Extraction for Terminology , 2005, ArXiv.

[4]  D. Bourigault,et al.  Syntex, analyseur syntaxique de corpus , 2005 .

[5]  Jorge Vivaldi,et al.  SKELETON: Specialised knowledge retrieval on the basis of terms and conceptual relations , 2006, LREC.

[6]  Peter Sells,et al.  Lectures on contemporary syntactic theories , 1985 .

[7]  Nicoletta Calzolari,et al.  Acquisition of Semantic Information From an On-Line Dictionary , 1988, COLING.

[8]  Ted Briscoe,et al.  Inheritance, Defaults and the Lexicon: Frontmatter , 1994 .

[9]  Pierre Zweigenbaum,et al.  Mining defining contexts to help structuring differential ontologies , 2005 .

[10]  Ingrid Meyer Extracting knowledge-rich contexts for terminography , 2001 .

[11]  Angelika Storrer,et al.  Automated detection and annotation of term definitions in German text corpora , 2006, LREC.

[12]  Ann Copestake,et al.  Defaults in lexical representation , 1994 .

[13]  Horacio Saggion Identifying Definitions in Text Collections for Question Answering , 2004, LREC.

[14]  Robert J. Gaizauskas,et al.  Mining On-line Sources for Definition Knowledge , 2004, FLAIRS.

[15]  Robert A. Amsler,et al.  A Taxonomy for English Nouns and Verbs , 1981, ACL.

[16]  Smaranda Muresan,et al.  Evaluation of DEFINDER: a system to mine definitions from consumer-oriented medical text , 2001, JCDL '01.

[17]  Véronique Malaisé,et al.  Méthodologie linguistique et terminologique pour la structuration d'ontologies différentielles à partir de corpus textuels , 2005 .

[18]  James Pustejovsky,et al.  Issues in text-based lexicon acquisition , 1996 .

[19]  Chris Collins,et al.  The handbook of contemporary syntactic theory , 2001 .

[20]  Juan C. Sager,et al.  The conceptual structure of terminological definitions and their linguistic realisations: A report on research in progress , 1995 .

[21]  James Pustejovsky,et al.  Lexical Semantic Techniques for Corpus Analysis , 1993, CL.

[22]  M. T. Lino,et al.  Proceedings of the 4th International Conference on Language Resources and Evaluation , 2004 .

[23]  Smaranda Muresan,et al.  Evaluation of the DEFINDER system for fully automatic glossary construction , 2001, AMIA.

[24]  Violeta Demonte C-command, prepositions and predication , 1987 .

[25]  Walter Kintsch,et al.  Predication , 2001, Cogn. Sci..

[26]  Didier Bourigault,et al.  LEXTER, a Natural Language Processing Tool for Terminology Extraction , 1996 .

[27]  Noam Chomsky,et al.  Lectures on Government and Binding , 1981 .

[28]  Anne Condamines,et al.  Searching for and identifying conceptual relationships via a corpus-based approach to a Terminological Knowledge Base (CTKB) , 2001 .

[29]  David R. Dowty,et al.  Natural Language Parsing , 2005 .

[30]  Hiyan Alshawi,et al.  Processing Dictionary Definitions with Phrasal Pattern Hierarchies , 1987, CL.

[31]  Judit Feliu,et al.  Relacions conceptuals i terminologia: anàlisi i proposta de detecció semiautomàtica , 2004 .

[32]  Carme Bach Martorell Os marcadores de reformulação como localizadores de zonas discursivas relevantes no discurso especializado , 2005 .

[33]  Jason Eisner,et al.  Lexical Semantics , 2020, The Handbook of English Linguistics.

[34]  James Pustejovsky,et al.  Corpus processing for lexical acquisition , 1996 .

[35]  李幼升,et al.  Ph , 1989 .