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        <title>Bootstrapping Unsupervised Bilingual Lexicon Induction</title>
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            <title>Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers</title>
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            <namePart type="given">Mirella</namePart>
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    <abstract>The task of unsupervised lexicon induction is to find translation pairs across monolingual corpora. We develop a novel method that creates seed lexicons by identifying cognates in the vocabularies of related languages on the basis of their frequency and lexical similarity. We apply bidirectional bootstrapping to a method which learns a linear mapping between context-based vector spaces. Experimental results on three language pairs show consistent improvement over prior work.</abstract>
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%0 Conference Proceedings
%T Bootstrapping Unsupervised Bilingual Lexicon Induction
%A Hauer, Bradley
%A Nicolai, Garrett
%A Kondrak, Grzegorz
%Y Lapata, Mirella
%Y Blunsom, Phil
%Y Koller, Alexander
%S Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers
%D 2017
%8 April
%I Association for Computational Linguistics
%C Valencia, Spain
%F hauer-etal-2017-bootstrapping
%X The task of unsupervised lexicon induction is to find translation pairs across monolingual corpora. We develop a novel method that creates seed lexicons by identifying cognates in the vocabularies of related languages on the basis of their frequency and lexical similarity. We apply bidirectional bootstrapping to a method which learns a linear mapping between context-based vector spaces. Experimental results on three language pairs show consistent improvement over prior work.
%U https://aclanthology.org/E17-2098
%P 619-624

Markdown (Informal)

[Bootstrapping Unsupervised Bilingual Lexicon Induction](https://aclanthology.org/E17-2098) (Hauer et al., EACL 2017)

• Bootstrapping Unsupervised Bilingual Lexicon Induction (Hauer et al., EACL 2017)

ACL

• Bradley Hauer, Garrett Nicolai, and Grzegorz Kondrak. 2017. Bootstrapping Unsupervised Bilingual Lexicon Induction. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 619–624, Valencia, Spain. Association for Computational Linguistics.