Permanent URL to this publication: http://dx.doi.org/10.5167/uzh-63885
Plamada, Magdalena; Volk, Martin (2012). Towards a Wikipedia-extracted alpine corpus. In: The Fifth Workshop on Building and Using Comparable Corpora, Istanbul, Turkey, 26 May 2012 - 26 May 2012.
This paper describes a method for extracting parallel sentences from comparable texts. We present the main challenges in creating a German-French corpus for the Alpine domain. We demonstrate that it is difficult to use the Wikipedia categorization for the extraction of domain-specific articles from Wikipedia, therefore we introduce an alternative information retrieval approach. Sentence alignment algorithms were used to identify semantically equivalent sentences across the Wikipedia articles. Using this approach, we create a corpus of sentence-aligned Alpine texts, which is evaluated both manually and automatically. Results show that even a small collection of extracted texts (approximately 10000 sentence pairs) can partially improve the performance of a state-of-the-art statistical machine translation system. Thus, the approach is worth pursuing on a larger scale, as well as for other language pairs and domains.
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|Item Type:||Conference or Workshop Item (Paper), refereed, original work|
|Communities & Collections:||06 Faculty of Arts > Institute of Computational Linguistics|
|Dewey Decimal Classification:||000 Computer science, knowledge & systems
|Event End Date:||26 May 2012|
|Deposited On:||27 Jul 2012 07:06|
|Last Modified:||21 Oct 2012 02:06|
|Free access at:||Official URL. An embargo period may apply.|
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