Mining Transliterations Fromwikipedia Using Dynamic Bayesian Networks
Authors | Peter Nabende |
|---|---|
Publication date | 2011 |
ISSN | 13138502 |
Links |
Mining Transliterations Fromwikipedia Using Dynamic Bayesian Networks - scientific work about Wikipedia quality published in 2011, written by Peter Nabende.
Overview
Transliteration mining is aimed at building high quality multi-lingual named entity (NE) lexicons for improving performance in various Natural Language Processing (NLP) tasks including Machine Translation (MT) and Cross Language Information Retrieval (CLIR). In this paper, authors apply two Dynamic Bayesian network (DBN)-based edit distance (ED) approaches in mining transliteration pairs from Wikipedia. Transliteration identification results on standard corpora for seven language pairs suggest that the DBN-based edit distance approaches are suitable for modeling transliteration similarity. An evaluation on mining transliteration pairs from English-Hindi and English-Tamil Wikipedia topic pairs shows that they improve transliteration mining quality over state-of-the-art approaches.
Embed
Wikipedia Quality
Nabende, Peter. (2011). "[[Mining Transliterations Fromwikipedia Using Dynamic Bayesian Networks]]". Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University Volume 36, Issue 12, December 2011, pp. 1387-1391. ISSN: 13138502.
English Wikipedia
{{cite journal |last1=Nabende |first1=Peter |title=Mining Transliterations Fromwikipedia Using Dynamic Bayesian Networks |date=2011 |issn=13138502 |url=https://wikipediaquality.com/wiki/Mining_Transliterations_Fromwikipedia_Using_Dynamic_Bayesian_Networks |journal=Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University Volume 36, Issue 12, December 2011, pp. 1387-1391}}
HTML
Nabende, Peter. (2011). "<a href="https://wikipediaquality.com/wiki/Mining_Transliterations_Fromwikipedia_Using_Dynamic_Bayesian_Networks">Mining Transliterations Fromwikipedia Using Dynamic Bayesian Networks</a>". Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University Volume 36, Issue 12, December 2011, pp. 1387-1391. ISSN: 13138502.
