Publication Details

Automatic Acquisition of Semantics-Extraction Patterns

SMRŽ, P. Automatic Acquisition of Semantics-Extraction Patterns. In Proceedings of the 5th International Conference on Language Resources and Evaluation. Paris: European Language Resources Association, 2006. p. 1-4. ISBN: 2-9517408-2-4.

Czech title

Type

conference paper

Language

English

Authors

Smrž Pavel, doc. RNDr., Ph.D. (DCGM)

Keywords

parallel corpus, lexico-semantic patterns

Abstract

This paper examines the use of parallel and comparable corpora for automatic acquisition of semantics-extraction patterns. It presents a new method of the pattern extraction which takes advantage of parallel texts to "port" text mining solutions from a source language to a target language. It is shown that the technique can help in situations when the extraction procedure is to be applied in a language (languages) with a limited set of available resources, e.g. domain-specific thesauri. The primary motivation of our work lies in a particular multilingual e-learning system. For testing purposes, other applications of the given approach were implemented. They include pattern extraction from general texts (tested on wordnet relations), acquisition of domain-specific patterns from large parallel corpus of legal EU documents, and mining of subjectivity expressions for multilingual opinion extraction system.

Published

2006

Pages

1–4

Proceedings

Proceedings of the 5th International Conference on Language Resources and Evaluation

ISBN

2-9517408-2-4

Publisher

European Language Resources Association

Place

Paris

BibTeX

@inproceedings{BUT22422,
  author="Pavel {Smrž}",
  title="Automatic Acquisition of Semantics-Extraction Patterns",
  booktitle="Proceedings of the 5th International Conference on Language Resources and Evaluation",
  year="2006",
  pages="1--4",
  publisher="European Language Resources Association",
  address="Paris",
  isbn="2-9517408-2-4"
}