Can crowds build parallel corpora for machine translation systems?

Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, Mturk 2010 at the 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2010 - Proceedings

Volumn , Issue , 2010, Pages 62-65

  Ambati, Vamshi ^a   Vogel, Stephan ^a  

^a Carnegie Mellon University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; MACHINE TRANSLATION; NATURAL LANGUAGE PROCESSING SYSTEMS;

CORPUS-BASED APPROACHES; MACHINE TRANSLATION SYSTEMS; MACHINE TRANSLATIONS; MECHANICAL TURKS; PARALLEL CORPORA; PHRASE TRANSLATIONS;

COMPUTER AIDED LANGUAGE TRANSLATION;

EID: 84877331834     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Vamshi Ambati, Stephan Vogel, and Jaime Carbonell. 2010. Active learning and crowd-sourcing for machine translation. In Proceedings of the LREC 2010, Malta, May.
2. Chris Callison-Burch. 2009. Fast, cheap, and creative: Evaluating translation quality using Amazon's Mechanical Turk. In EMNLP 2009, pages 286-295, Singapore, August. Association for Computational Linguistics.
3. Philipp Koehn, Hieu Hoang, Alexandra Birch Mayne, Christopher Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondrej Bojar, Alexandra Constantin, and Evan Herbst. 2007. Moses: Open source toolkit for statistical machine translation. In ACL Demonstration Session.
4. Alon Lavie and Abhaya Agarwal. 2007. Meteor: an automatic metric for mt evaluation with high levels of correlation with human judgments. In WMT 2007, pages 228-231, Morristown, NJ, USA.
5. Rion Snow, Brendan O'Connor, Daniel Jurafsky, and Andrew Ng. 2008. Cheap and fast - but is it good? evaluating non-expert annotations for natural language tasks. In Proceedings of the EMNLP 2008, pages 254-263, Honolulu, Hawaii, October.
6. Toshiyuki Takezawa, Eiichiro Sumita, Fumiaki Sugaya, Hirofumi Yamamoto, and Seiichi Yamamoto. 2002. Towards a broad-coverage bilingual corpus for speech translation of travel conversation in the real world. In Proceedings of LREC 2002, Las Palmas, Spain.