On the Usefulness of Extracting Syntactic Dependencies for Text Indexing

In recent years, there has been a considerable amount of interest in using Natural Language Processing in Information Retrieval research, with specific implementations varyingfrom the word-level morphological analysis to syntactic parsing to conceptual-level semantic analysis. In particular, differe...

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Hauptverfasser: Alonso, Miguel A., Vilares, Jesús, Darriba, Víctor M.
Format: Buchkapitel
Sprache:eng
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Zusammenfassung:In recent years, there has been a considerable amount of interest in using Natural Language Processing in Information Retrieval research, with specific implementations varyingfrom the word-level morphological analysis to syntactic parsing to conceptual-level semantic analysis. In particular, different degrees of phrase-level syntactic information have been incorporated in information retrieval systems workingon English or Germanic languages such as Dutch. In this paper we study the impact of usingsuc h information, in the form of syntactic dependency pairs, in the performance of a text retrieval system for a Romance language, Spanish.
ISSN:0302-9743
1611-3349
DOI:10.1007/3-540-45750-X_1