Presentation 2010-02-06
A trial of pattern based machine translation for postpositional phrases
Taizo YOSHIDA, Masato TOKUHISA, Jin'ichi MURAKAMI, Satoru IKEHARA,
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Abstract(in English) This paper reports preliminary results of Japanese-English machine translation for postpositional phrases based on non-compositional language model. According to this model, the meaning of the input sentence is captured by sentence pattern. However, the postpositional phrases which are decided as compositional by the pattern can not be translated by the pattern. In order to translate such phrases, we construct "postpositional phrase pattern dictionary," which consists of the pairs of Japanese postpositional phrase pattern and English prepositional phrase pattern. At first, we extract the pairs from the dictionary of complex/compound Japanese-English sentence patterns, because this dictionary contains many pairs of post/pre-positional phrases described by letters and variables. As the results, 925 pairs of post/pre-positional phrase patterns are extracted. Next, in the experiment on Japanese-English machine translation of simple sentences, we confirmed that the Japanese postpositions are perfectly covered and the 79% of the English prepositions are covered and potentially translated by our dictionary.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) non-compositional language model / case element / postpositional phrase / prepositional phrase / pattern pair / pattern based machine translating / pattern dictionary
Paper # TL2009-42
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Committee TL
Conference Date 2010/1/30(1days)
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Registration To Thought and Language (TL)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A trial of pattern based machine translation for postpositional phrases
Sub Title (in English)
Keyword(1) non-compositional language model
Keyword(2) case element
Keyword(3) postpositional phrase
Keyword(4) prepositional phrase
Keyword(5) pattern pair
Keyword(6) pattern based machine translating
Keyword(7) pattern dictionary
1st Author's Name Taizo YOSHIDA
1st Author's Affiliation Department of Information and Knowledge Engineering, Faculty of Engineering, Tottori University()
2nd Author's Name Masato TOKUHISA
2nd Author's Affiliation Department of Information and Electronics, Graduate School of Engineering, Tottori University
3rd Author's Name Jin'ichi MURAKAMI
3rd Author's Affiliation Department of Information and Electronics, Graduate School of Engineering, Tottori University
4th Author's Name Satoru IKEHARA
4th Author's Affiliation Department of Information and Electronics, Graduate School of Engineering, Tottori University
Date 2010-02-06
Paper # TL2009-42
Volume (vol) vol.109
Number (no) 413
Page pp.pp.-
#Pages 6
Date of Issue