| Presentation | 2018-09-06 Word Sense Disambiguation Incorporating Auxiliary Context for Short Sentences Minoru Sasaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, I propose a Word Sense Disambiguation (WSD) method by using supplemental context for short examples. In the existing research, all the individual words are used in the surrounding context of a target word as features. However, for short examples in which words cannot be extracted from the context, it is sometimes difficult to identify the meaning of a target word by using the existing methods. Tharefore, I propose to add an auxiliary context for a short example by using Word Mover's Distance (WMD) and solve WSD task using the extended example. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Word Sense Disambiguation / Auxiliary Context / Word Mover's Distance |
| Paper # | NLC2018-18 |
| Date of Issue | 2018-08-30 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-DC |
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| Conference Date | 2018/9/6(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Seikei University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The Thirteenth Text Analytics Symposium |
| Chair | Takeshi Sakaki(Hottolink) / Michiko Oba(Hitachi) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Secretary | Mitsuo Yoshida(Ryukoku Univ.) / Kazutaka Shimada(NTT) / (Kyushu Univ.) |
| Assistant | Takeshi Kobayakawa(NHK) / Hiroki Sakaji(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Special Interest Group on Document Communication |
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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 Incorporating Auxiliary Context for Short Sentences |
| Sub Title (in English) | |
| Keyword(1) | Word Sense Disambiguation |
| Keyword(2) | Auxiliary Context |
| Keyword(3) | Word Mover's Distance |
| 1st Author's Name | Minoru Sasaki |
| 1st Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| Date | 2018-09-06 |
| Paper # | NLC2018-18 |
| Volume (vol) | vol.118 |
| Number (no) | NLC-210 |
| Page | pp.pp.47-50(NLC), |
| #Pages | 4 |
| Date of Issue | 2018-08-30 (NLC) |