| Presentation | 2015-06-04 Evaluation for Concept-Base in Terms of Word Associative System Akihiro Toyoshima, Noriyuki Okumura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We constructed the Concept-Base and the word vector space using word2vec based on EDR-electron- ic-dictionary and Wikipedia data. This paper described verification experiment ofthese models in regard to the word association system based on association-frequency-table. We observed the Concept-Base have more synonyms, superordinate words and subordinate words in regard to headwords as associative words. Moreover, We observed the word2vec’s model have more associative words could be compounds and co-occurrence phrase word connect with headwords. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Concept-Base / Associative Words / word2vec / Concept-Dictionary / Conversation |
| Paper # | TL2015-1,NLC2015-1 |
| Date of Issue | 2015-05-28 (TL, NLC) |
| Conference Information | |
| Committee | NLC / TL |
|---|---|
| Conference Date | 2015/6/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The University of Tokushima |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Application of natural language proessing and linguistic analysis, and general topic of NLP |
| Chair | Koichi Takeuchi(Okayama Univ.) / Tadahisa Kondo(Kogakuin Univ.) |
| Vice Chair | Hiroshi Kanayama(IBM) / Makoto Ichise(NTT DoCoMo) / Chiaki Kubomura(Yamano College of Aesthetics) / Masami Suzuki(KDDI R&D Labs.) |
| Secretary | Hiroshi Kanayama(Univ. of Tokyo/Hottolink) / Makoto Ichise(Ryukoku Univ.) / Chiaki Kubomura(Univ. of Tsukuba) / Masami Suzuki(Kyorin Univ.) |
| Assistant | Kazutaka Shimada(Kyushu Inst. of Tech.) / Ryuichiro Higashinaka(NTT) / Eiji Tomida(Ehime Univ.) / Yasushi Tsubota(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Technical Committee on Thought and Language |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation for Concept-Base in Terms of Word Associative System |
| Sub Title (in English) | |
| Keyword(1) | Concept-Base |
| Keyword(2) | Associative Words |
| Keyword(3) | word2vec |
| Keyword(4) | Concept-Dictionary |
| Keyword(5) | Conversation |
| 1st Author's Name | Akihiro Toyoshima |
| 1st Author's Affiliation | National Institute of Technology, Kagawa College(KNCT) |
| 2nd Author's Name | Noriyuki Okumura |
| 2nd Author's Affiliation | National Institute of Technology, Kagawa College(KNCT) |
| Date | 2015-06-04 |
| Paper # | TL2015-1,NLC2015-1 |
| Volume (vol) | vol.115 |
| Number (no) | TL-69,NLC-70 |
| Page | pp.pp.1-5(TL), pp.1-5(NLC), |
| #Pages | 5 |
| Date of Issue | 2015-05-28 (TL, NLC) |