Detail publikačního výsledku

Automatic Acquisition of Semantics-Extraction Patterns

SMRŽ, P.

Originální název

Automatic Acquisition of Semantics-Extraction Patterns

Anglický název

Automatic Acquisition of Semantics-Extraction Patterns

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

This paper examines the use of parallel andcomparable corpora for automatic acquisition of semantics-extraction patterns.It presents a new method of the pattern extraction which takes advantage ofparallel texts to "port" text mining solutions from a source language to atarget language. It is shown that the technique can help in situations when theextraction procedure is to be applied in a language (languages) with a limitedset of available resources, e.g. domain-specific thesauri. The primarymotivation of our work lies in a particular multilingual e-learning system. Fortesting purposes, other applications of the given approach were implemented.They include pattern extraction from general texts (tested on wordnetrelations), acquisition of domain-specific patterns from large parallel corpusof legal EU documents, and mining of subjectivity expressions for multilingualopinion extraction system.

Anglický abstrakt

This paper examines the use of parallel andcomparable corpora for automatic acquisition of semantics-extraction patterns.It presents a new method of the pattern extraction which takes advantage ofparallel texts to "port" text mining solutions from a source language to atarget language. It is shown that the technique can help in situations when theextraction procedure is to be applied in a language (languages) with a limitedset of available resources, e.g. domain-specific thesauri. The primarymotivation of our work lies in a particular multilingual e-learning system. Fortesting purposes, other applications of the given approach were implemented.They include pattern extraction from general texts (tested on wordnetrelations), acquisition of domain-specific patterns from large parallel corpusof legal EU documents, and mining of subjectivity expressions for multilingualopinion extraction system.

Klíčová slova

parallel corpus, lexico-semantic patterns

Klíčová slova v angličtině

parallel corpus, lexico-semantic patterns

Autoři

SMRŽ, P.

Vydáno

11.07.2006

Nakladatel

European Language Resources Association

Místo

Paris

ISBN

2-9517408-2-4

Kniha

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

Strany od

1

Strany do

4

Strany počet

4

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"
}