Cross-language and cross-encyclopedia article linking using mixed-language topic model and hypernym translation
|Cross-language and cross-encyclopedia article linking using mixed-language topic model and hypernym translation|
|Author(s)||Wang Y.-C., Wu C.-K., Tsai R.T.-H.|
|Published in||52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference|
|Keyword(s)||Unknown (Extra: Computational linguistics, Cross languages, Data set, Evaluation results, Knowledge basis, Online encyclopedia, SVM model, Topic Modeling, Wikipedia, Translation (languages))|
|Article||BASE, CiteSeerX, Google Scholar|
|Web||Ask, Bing, Google (PDF), Yahoo!|
|Download and mirrors|
|Local copy||Not available|
|Remote mirror(s)||Not available|
|Export and share|
|BibTeX, CSV, RDF, JSON|
|Browse properties · List of conference papers|
Cross-language and cross-encyclopedia article linking using mixed-language topic model and hypernym translation is a 2014 conference paper written in English by Wang Y.-C., Wu C.-K., Tsai R.T.-H. and published in 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference.
Creating cross-language article links among different online encyclopedias is now an important task in the unification of multilingual knowledge bases. In this paper, we propose a cross-language article linking method using a mixed-language topic model and hypernym translation features based on an SVM model to link English Wikipedia and Chinese Baidu Baike, the most widely used Wiki-like encyclopedia in China. To evaluate our approach, we compile a data set from the top 500 Baidu Baike articles and their corresponding English Wiki articles. The evaluation results show that our approach achieves 80.95% in MRR and 87.46% in recall. Our method does not heavily depend on linguistic characteristics and can be easily extended to generate crosslanguage article links among different online encyclopedias in other languages.
- This section requires expansion. Please, help!
Probably, this publication is cited by others, but there are no articles available for them in WikiPapers.