A heuristic framework for pivot-based bilingual dictionary induction

Mairidan Wushouer, Toru Ishida, Donghui Lin

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

High quality machine readable dictionaries are very useful, but such resources are rarely available for lower-density language pairs, especially for those that are closely related. In this paper, we proposed a heuristic framework that aims at inducing one-to-one mapping dictionary of a closely related language pair from available dictionaries where a distant language is involved. The key insight of the framework is the ability to create heuristics by using distant language as pivot, incorporate given heuristics, and an iterative induction mechanism that human interaction can be potentially integrated. An experiment based on basic heuristics regarding syntactics and semantics resulted in up to 85.2% correctness in target dictionary with correctness of major part reached 95.3%, which proved that we can perform automated creation of a high quality dictionary with our framework.

本文言語English
ホスト出版物のタイトルProceedings - 2013 International Conference on Culture and Computing, Culture and Computing 2013
出版社IEEE Computer Society
ページ111-116
ページ数6
ISBN(印刷版)9780769550473
DOI
出版ステータスPublished - 2013
外部発表はい
イベント2013 International Conference on Culture and Computing, Culture and Computing 2013 - Kyoto, Japan
継続期間: 2013 9月 162013 9月 18

出版物シリーズ

名前Proceedings - 2013 International Conference on Culture and Computing, Culture and Computing 2013

Conference

Conference2013 International Conference on Culture and Computing, Culture and Computing 2013
国/地域Japan
CityKyoto
Period13/9/1613/9/18

ASJC Scopus subject areas

  • ソフトウェア

フィンガープリント

「A heuristic framework for pivot-based bilingual dictionary induction」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル