| Presentation | 1995/7/21 Dependency Analysis for Japanese Sentence with Mutual Connected Neural Networks Hiroyuki Shimizu, Hideki Sato, Akira Tateoka, Tatsuya Hayashi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we propose to deal with the dependency analysis between bunsetsu phrases in Japanese sentences, using the concept of potential energy of interpretation. For each pair of bunsetsu phrases in a sentence, if there exists any possible semantic dependency relation between them, binary relation is defined for that pair independently from the rest phrases in the sentence. Each interpretation corresponds to the combination of such binary relations. Potential energy of the interpretation becomes high when structural constraints are violated while it goes down when the constraints are satisfied. Thus the dependency analysis is considered a kind of combinatorial optimization problem and it is solved using mutual connected neural networks. Effectiveness of this approach and some issues are shown. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | dependency analysis / Japanese sentence analysis / neural network |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1995/7/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Dependency Analysis for Japanese Sentence with Mutual Connected Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | dependency analysis |
| Keyword(2) | Japanese sentence analysis |
| Keyword(3) | neural network |
| 1st Author's Name | Hiroyuki Shimizu |
| 1st Author's Affiliation | Department of Electrical and Computer Engineering, Nagoya Institute of Technology() |
| 2nd Author's Name | Hideki Sato |
| 2nd Author's Affiliation | NIPPONDENSO Co., Ltd. |
| 3rd Author's Name | Akira Tateoka |
| 3rd Author's Affiliation | CICC |
| 4th Author's Name | Tatsuya Hayashi |
| 4th Author's Affiliation | Department of Electrical and Computer Engineering, Nagoya Institute of Technology |
| Date | 1995/7/21 |
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| Volume (vol) | vol.95 |
| Number (no) | 169 |
| Page | pp.pp.- |
| #Pages | 8 |
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