BABYLON Parallel Text Builder: Gathering Parallel Texts for Low-Density Languages

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This paper discusses BABYLON parallel text builder.

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4 p.

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Mohler, Michael & Mihalcea, Rada, 1974- May 2008.

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This paper is part of the collection entitled: UNT Scholarly Works and was provided by UNT College of Engineering to Digital Library, a digital repository hosted by the UNT Libraries. It has been viewed 783 times , with 20 in the last month . More information about this paper can be viewed below.

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This paper discusses BABYLON parallel text builder.

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4 p.

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Abstract: This paper describes BABYLON, a system that attempts to overcome the shortage of parallel texts in low-density languages by supplementing existing parallel texts with texts gathered automatically from the Web. In addition to the identification of entire Web pages, the authors also propose a new feature specifically designed to find parallel text chunks within a single document. Experiments carried out on the Quechua-Spanish language pair show that the system is successful in automatically identifying a significant amount of parallel texts on the Web. Evaluations of a machine translation system trained on this corpus indicate that the Web-gathered parallel texts can supplement manually compiled parallel texts and perform significantly better than the manually compiled texts when tested on other Web-gathered data.

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  • Sixth International Conference on Language Resources and Evaluation, 2008, Marrakech, Morocco

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UNT Scholarly Works

The Scholarly Works Collection is home to materials from the University of North Texas community's research, creative, and scholarly activities and serves as UNT's Open Access Repository. It brings together articles, papers, artwork, music, research data, reports, presentations, and other scholarly and creative products representing the expertise in our university community.** Access to some items in this collection may be restricted.**

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  • May 2008

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  • Jan. 31, 2011, 2:01 p.m.

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  • March 27, 2014, 11:26 a.m.

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Mohler, Michael & Mihalcea, Rada, 1974-. BABYLON Parallel Text Builder: Gathering Parallel Texts for Low-Density Languages, paper, May 2008; [Paris, France]. (digital.library.unt.edu/ark:/67531/metadc31004/: accessed February 27, 2017), University of North Texas Libraries, Digital Library, digital.library.unt.edu; crediting UNT College of Engineering.