2008 · 76 citations · 11 references
ComputingComputer ScienceEnglishCorpus-based Translation StudiesInformation RetrievalNatural Language ProcessingCross-language Information RetrievalMachine TranslationParallel Corpus AnalysisPatent AnalysisPatent TranslationTranslation CorporaCross-language Patent Information RetrievalCross-lingual Information RetrievalCross-lingual RetrievalMachine Translation For Information RetrievalMachine Translation For PatentsParallel Corpus DevelopmentPatent Translation CorporaTest Materials Collection
To aid research and development in machine translation, we have produced a test collection for Japanese/English machine translation and performed the Patent Translation Task at the Seventh NTCIR Workshop. To obtain a parallel corpus, we extracted patent documents for the same or related inventions published in Japan and the United States. Our test collection includes approximately 2 000 000 sentence pairs in Japanese and English, which were extracted automatically from our parallel corpus. These sentence pairs can be used to train and evaluate machine translation systems. Our test collection also includes search topics for cross-lingual patent retrieval, which can be used to evaluate the contribution of machine translation to retrieving patent documents across languages. This paper describes our test collection, methods for evaluating machine translation, and evaluation results for research groups participated in our task. Our research is the first significant exploration into utilizing patent information for the evaluation of machine translations.
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Kishore Papineni, Salim Roukos, Todd J. Ward et al. · 2001 · 21.5K citations · Full text
Stephen Robertson, Steve Walker, Susan Jones et al. · Text REtrieval Conference · 1994 · 2.2K citations
Statistical Significance Tests for Machine Translation Evaluation.
Philipp Koehn · 2004 · 1.5K citations