| Presentation | 2013-10-19 Word sense disambiguation using dynamic contextual semantic network model and its improvement Jun OKAMOTO, Shun ISHIZAKI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We proposed a method of word sense disambiguation using an Associative Concept Dictionary which includes semantic relations among concepts. In our previous researches, Dynamic Contextual Network Model were applied to neural networks, where the network structure changes according to the successive input words in the sentences. The model enhances the network dynamically by adding words successively from the input sentence until the model obtains a certain threshold to decide the appropriate meaning for the homographic ideograms. The new improved model disambiguates word senses using keyword following the ambiguous word when it finds misunderstanding of the disambiguation caused by the contextual information before the ambiguous word. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Associative Concept Dictionary / Word Sense Disambiguation / Dynamic Contextual Network Model / Process Model of Language Understanding / Contextual Semantic Network |
| Paper # | TL2013-44 |
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| Conference Information | |
| Committee | TL |
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| Conference Date | 2013/10/12(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 | |
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| Paper Information | |
| 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) | Word sense disambiguation using dynamic contextual semantic network model and its improvement |
| Sub Title (in English) | |
| Keyword(1) | Associative Concept Dictionary |
| Keyword(2) | Word Sense Disambiguation |
| Keyword(3) | Dynamic Contextual Network Model |
| Keyword(4) | Process Model of Language Understanding |
| Keyword(5) | Contextual Semantic Network |
| 1st Author's Name | Jun OKAMOTO |
| 1st Author's Affiliation | Faculty of Business innovation, Kaetsu University() |
| 2nd Author's Name | Shun ISHIZAKI |
| 2nd Author's Affiliation | Keio University |
| Date | 2013-10-19 |
| Paper # | TL2013-44 |
| Volume (vol) | vol.113 |
| Number (no) | 253 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |