| Presentation | 2001/7/10 N-gram Based Approach for Syntactic Analysis Nobuo Inui, Yoshiyuki Kotani, |
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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 a PCFG-based Japanese syntactic analysis using part-of-speech N-gram information. This method uses syntactic rules gathered from bracketed corpora and finds an optimal syntactic tree by calculating the occurrence probability obtained from the frequency information. The proposed grammar regards sequences of part-of-speech as clause markers. In this case, it is necessary to forecast occurrence probabilities of long or unseen clauses. N-gram information is used to estimate them, instead of clause-occurrence probabilities, to cope with this issue. Initial experimental results showed that our method achieved the same performance as the previous methods and provided robust processing of syntactic analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Japanese Syntactic Analysis / N-gram Information / Probabilistic Context-Free Grammar |
| Paper # | NLC2001-22 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2001/7/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
| Secretary | |
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| Paper Information | |
| 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) | N-gram Based Approach for Syntactic Analysis |
| Sub Title (in English) | |
| Keyword(1) | Japanese Syntactic Analysis |
| Keyword(2) | N-gram Information |
| Keyword(3) | Probabilistic Context-Free Grammar |
| 1st Author's Name | Nobuo Inui |
| 1st Author's Affiliation | Dept. of Computer Science, Tokyo Univ. of Agri. and Tech.() |
| 2nd Author's Name | Yoshiyuki Kotani |
| 2nd Author's Affiliation | Dept. of Computer Science, Tokyo Univ. of Agri. and Tech. |
| Date | 2001/7/10 |
| Paper # | NLC2001-22 |
| Volume (vol) | vol.101 |
| Number (no) | 190 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |