| Presentation | 1997/12/12 Natural Language Models Based on Repetitional String Hiroki Mori, Hirotomo Aso, Shozo Makino, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, a new, knowledge-free language model with great ability in reducing ambiguity. This model is defined as n-gram of string which is referred to "superword," and belongs to a superclass of traditional word or string n-gram models' class. The concept of superword is based on only one principle-repetitionality in training text. The probabilistic distribution of the model is learned through the forward-backward algorithm. Experimental results showed that the performance of superword model combined with character trigram model was superior to the traditional word model based on morphological analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | language model / superword / n-gram / speech recognition / character recognition |
| Paper # | NLC97-47 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1997/12/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| 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) | Natural Language Models Based on Repetitional String |
| Sub Title (in English) | |
| Keyword(1) | language model |
| Keyword(2) | superword |
| Keyword(3) | n-gram |
| Keyword(4) | speech recognition |
| Keyword(5) | character recognition |
| 1st Author's Name | Hiroki Mori |
| 1st Author's Affiliation | Graduate School of Engineering, Tohoku University() |
| 2nd Author's Name | Hirotomo Aso |
| 2nd Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 3rd Author's Name | Shozo Makino |
| 3rd Author's Affiliation | Computer Center, Tohoku University |
| Date | 1997/12/12 |
| Paper # | NLC97-47 |
| Volume (vol) | vol.97 |
| Number (no) | 440 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |