Paper Abstract and Keywords |
Presentation |
2015-06-04 14:10
Evaluation for Concept-Base in Terms of Word Associative System Akihiro Toyoshima, Noriyuki Okumura (KNCT) TL2015-1 NLC2015-1 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
Concept-Base / Associative Words / word2vec / Concept-Dictionary / Conversation / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 70, NLC2015-1, pp. 1-5, June 2015. |
Paper # |
NLC2015-1 |
Date of Issue |
2015-05-28 (TL, NLC) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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TL2015-1 NLC2015-1 |
Conference Information |
Committee |
NLC TL |
Conference Date |
2015-06-04 - 2015-06-05 |
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 |
Paper Information |
Registration To |
NLC |
Conference Code |
2015-06-NLC-TL |
Language |
Japanese |
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) |
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Keyword(1) |
Concept-Base |
Keyword(2) |
Associative Words |
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word2vec |
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Concept-Dictionary |
Keyword(5) |
Conversation |
Keyword(6) |
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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) |
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Speaker |
Author-1 |
Date Time |
2015-06-04 14:10:00 |
Presentation Time |
25 minutes |
Registration for |
NLC |
Paper # |
TL2015-1, NLC2015-1 |
Volume (vol) |
vol.115 |
Number (no) |
no.69(TL), no.70(NLC) |
Page |
pp.1-5 |
#Pages |
5 |
Date of Issue |
2015-05-28 (TL, NLC) |
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