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        <title>Effective search space reduction for spell correction using character neural embeddings</title>
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        <namePart type="given">Harshit</namePart>
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            <namePart type="given">Mirella</namePart>
            <namePart type="family">Lapata</namePart>
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            <namePart type="given">Phil</namePart>
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    <abstract>We present a novel, unsupervised, and distance measure agnostic method for search space reduction in spell correction using neural character embeddings. The embeddings are learned by skip-gram word2vec training on sequences generated from dictionary words in a phonetic information-retentive manner. We report a very high performance in terms of both success rates and reduction of search space on the Birkbeck spelling error corpus. To the best of our knowledge, this is the first application of word2vec to spell correction.</abstract>
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%0 Conference Proceedings
%T Effective search space reduction for spell correction using character neural embeddings
%A Pande, Harshit
%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 pande-2017-effective
%X We present a novel, unsupervised, and distance measure agnostic method for search space reduction in spell correction using neural character embeddings. The embeddings are learned by skip-gram word2vec training on sequences generated from dictionary words in a phonetic information-retentive manner. We report a very high performance in terms of both success rates and reduction of search space on the Birkbeck spelling error corpus. To the best of our knowledge, this is the first application of word2vec to spell correction.
%U https://aclanthology.org/E17-2027
%P 170-174

Markdown (Informal)

[Effective search space reduction for spell correction using character neural embeddings](https://aclanthology.org/E17-2027) (Pande, EACL 2017)

• Effective search space reduction for spell correction using character neural embeddings (Pande, EACL 2017)

ACL

• Harshit Pande. 2017. Effective search space reduction for spell correction using character neural embeddings. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 170–174, Valencia, Spain. Association for Computational Linguistics.