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CSC Senior Project: NLPStats
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In: Computer Science and Software Engineering (2013)
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| 65 |
Misheard Me Oronyminator: Using Oronyms to Validate The Correctness of Frequency Dictionaries
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In: Master's Theses (2013)
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| 72 |
Building specialized bilingual lexicons using large-scale background knowledge
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In: 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013 ; https://hal-cea.archives-ouvertes.fr/cea-01844695 ; 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, Oct 2013, Seattle, United States. pp.479-489 (2013)
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Abstract:
Conference of 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013 ; Conference Date: 18 October 2013 Through 21 October 2013; Conference Code:111413 ; International audience ; Bilingual lexicons are central components of machine translation and cross-lingual information retrieval systems. Their manual construction requires strong expertise in both languages involved and is a costly process. Several automatic methods were proposed as an alternative but they often rely on resources available in a limited number of languages and their performances are still far behind the quality of manual translations. We introduce a novel approach to the creation of specific domain bilingual lexicon that relies on Wikipedia. This massively multilingual encyclopedia makes it possible to create lexicons for a large number of language pairs. Wikipedia is used to extract domains in each language, to link domains between languages and to create generic translation dictionaries. The approach is tested on four specialized domains and is compared to three state of the art approaches using two language pairs: French-English and Romanian-English. The newly introduced method compares favorably to existing methods in all configurations tested.
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Keyword:
[INFO]Computer Science [cs]; Automatic method; Back-ground knowledge; Bilingual lexicons; Central component; Computational linguistics; Cross-lingual information retrieval; Information retrieval systems; Language pairs; Machine components; Machine translations; Natural language processing systems; Search engines; State-of-the-art approach; Translation (languages)
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URL: https://hal-cea.archives-ouvertes.fr/cea-01844695
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| 73 |
Context vector disambiguation for bilingual lexicon extraction from comparable corpora
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In: 51st Annual Meeting of the Association for Computational Linguistics, ACL 2013 ; https://hal-cea.archives-ouvertes.fr/cea-01844697 ; 51st Annual Meeting of the Association for Computational Linguistics, ACL 2013, Aug 2013, Sofia, Bulgaria. pp.759-764 (2013)
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| 74 |
Research methods in psycholinguistics: developing a tool for the automatic generation of pseudo-verbs
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In: Mota, Mailce and Resende, Natália orcid:0000-0002-5248-2457 (2013) Research methods in psycholinguistics: developing a tool for the automatic generation of pseudo-verbs. Letras de Hoje, 48 (1). pp. 100-107. ISSN 0101-3335 (2013)
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| 75 |
Parser accuracy in quality estimation of machine translation: a tree kernel approach
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In: Kaljahi, Rasoul Samed Zadeh, Foster, Jennifer orcid:0000-0002-7789-4853 , Rubino, Raphael, Roturier, Johann and Hollowood, Fred (2013) Parser accuracy in quality estimation of machine translation: a tree kernel approach. In: International Joint Conference on Natural Language Processing (IJCNLP), 14-18 Oct 2013, Nagoya, Japan. (2013)
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| 76 |
Sentiment analysis of political tweets: towards an accurate classifier
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In: Bakliwal, Akshat, Foster, Jennifer orcid:0000-0002-7789-4853 , van der Puil, Jennifer, O'Brien, Ron, Tounsi, Lamia and Hughes, Mark (2013) Sentiment analysis of political tweets: towards an accurate classifier. In: NAACL Workshop on Language Analysis in Social Media, 13 June 2013, Atlanta, GA. (2013)
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| 77 |
Topic models for translation quality estimation for gisting purposes
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In: Rubino, Raphael, de Souza, Jose, Foster, Jennifer orcid:0000-0002-7789-4853 and Specia, Lucia (2013) Topic models for translation quality estimation for gisting purposes. In: MT Summit XIV, 2-6 Sept. 2013, Nice, France. (2013)
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| 78 |
DCU-Symantec at the WMT 2013 Quality Estimation Shared Task
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In: Rubino, Raphael, Wagner, Joachim orcid:0000-0002-8290-3849 , Foster, Jennifer orcid:0000-0002-7789-4853 , Roturier, Johann, Samad Zadeh Kaljahi, Rasoul and Hollowood, Fred (2013) DCU-Symantec at the WMT 2013 Quality Estimation Shared Task. In: 8th Workshop on Statistical Machine Translation, 8-9 Aug 2013, Sofia, Bulgaria. ISBN 978-1-937284-57-2 (2013)
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| 79 |
Predicting sentence translation quality using extrinsic and language independent features
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In: Bicici, Ergun, Groves, Declan and van Genabith, Josef orcid:0000-0003-1322-7944 (2013) Predicting sentence translation quality using extrinsic and language independent features. Machine Translation, 27 (3-4). pp. 171-192. ISSN 0922-6567 (2013)
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| 80 |
Feature decay algorithms for fast deployment of accurate statistical machine translation systems
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In: Bicici, Ergun (2013) Feature decay algorithms for fast deployment of accurate statistical machine translation systems. In: ACL 2013 8th workshop on statistical machine translation, 8-9 Aug 2013, Sofia, Bulgaria. (2013)
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