Presentation | 1999/7/26 Layered Process for Translation Rules using State Transition in GA-ILMT Hiroshi Echizenya, Kenji Araki, Yoshio Momouchi, Koji Tochinai, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We previously proposed a method of Machine Translation Using Inductive Learning with Genetic Algorithms (GA-ILMT). In GA-ILMT, translation rules are automatically acquired from translation examples. However, how to use acquired translation rules is not enough. Therefore, we propose a method which the system based on GA-ILMT automatically systematizes the acquired translation rules. The translation rules in high level are translation rules which become core for translation process. For layered process in translation rules, we use state transition of generated process in correct translation result. Moreover, the system evaluates the translation rules using the state transition. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | machine translation / genetic algorithms / inductive learning / layer / state transition |
Paper # | TL99-9 |
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Committee | TL |
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Conference Date | 1999/7/26(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Thought and Language (TL) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Layered Process for Translation Rules using State Transition in GA-ILMT |
Sub Title (in English) | |
Keyword(1) | machine translation |
Keyword(2) | genetic algorithms |
Keyword(3) | inductive learning |
Keyword(4) | layer |
Keyword(5) | state transition |
1st Author's Name | Hiroshi Echizenya |
1st Author's Affiliation | Dept. of Electronics and Information Engineering, Hokkai-Gakuen University() |
2nd Author's Name | Kenji Araki |
2nd Author's Affiliation | Division of Electronics and Information Engineering, Hokkaido University |
3rd Author's Name | Yoshio Momouchi |
3rd Author's Affiliation | Dept. of Electronics and Information Engineering, Hokkai-Gakuen University |
4th Author's Name | Koji Tochinai |
4th Author's Affiliation | Division of Electronics and Information Engineering, Hokkaido University |
Date | 1999/7/26 |
Paper # | TL99-9 |
Volume (vol) | vol.99 |
Number (no) | 237 |
Page | pp.pp.- |
#Pages | 8 |
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