DILUCT: An open-source Spanish dependency parser based on rules, heuristics, and selectional preferences

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4 Citas (Scopus)

Resumen

A method for recognizing syntactic patterns for Spanish is presented. This method is based on dependency parsing using heuristic rules to infer dependency relationships between words, and word co-occurrence statistics (learnt in an unsupervised manner) to resolve ambiguities such as prepositional phrase attachment. If a complete parse cannot be produced, a partial structure is built with some (if not all) dependency relations identified. Evaluation shows that in spite of its simplicity, the parser's accuracy is superior to the available existing parsers for Spanish. Though certain grammar rules, as well as the lexical resources used, are specific for Spanish, the suggested approach is language-independent.

Idioma originalInglés
Título de la publicación alojadaNatural Language Processing and Information Systems - 11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006, Proceedings
EditorialSpringer Verlag
Páginas164-175
Número de páginas12
ISBN (versión impresa)3540346163, 9783540346166
DOI
EstadoPublicada - 2006
Evento11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006 - Klagenfurt, Austria
Duración: 31 may. 20062 jun. 2006

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen3999 LNCS
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006
País/TerritorioAustria
CiudadKlagenfurt
Período31/05/062/06/06

Huella

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