Paper Abstract and Keywords |
Presentation |
2009-01-27 11:00
Extraction of Verb Synonyms Using Co-clustering Approach with Active Extraction for Polysemous Verbs Hideyuki Takahashi, Koichi Takeuchi (Okayama Univ.) NLC2008-77 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In the previous work we show that a co-clustering approach is suitable
for verb synonym extraction because of polysemy of both noun and verb.
The proposed approach is promising, however, it has not succeeded in
initial graphs of verb-noun pairs. Thus in this paper we present a
modified co-clustering approach with recursively extracting other
possible verb gourps from the same verb-noun pairs; this enables us to
actively obtain other meanings of each verb. The experimental results of
verb synonym extraction from Japanese news paper corpus and balanced
corpus show that the modified approach outperformed the previous one
in precision and recall rates. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Co-clustering / Verb synonyms / Polysemy / Extraction of synonyms / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 408, NLC2008-77, pp. 37-42, Jan. 2009. |
Paper # |
NLC2008-77 |
Date of Issue |
2009-01-19 (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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NLC2008-77 |
Conference Information |
Committee |
NLC |
Conference Date |
2009-01-26 - 2009-01-27 |
Place (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
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Paper Information |
Registration To |
NLC |
Conference Code |
2009-01-NLC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Extraction of Verb Synonyms Using Co-clustering Approach with Active Extraction for Polysemous Verbs |
Sub Title (in English) |
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Keyword(1) |
Co-clustering |
Keyword(2) |
Verb synonyms |
Keyword(3) |
Polysemy |
Keyword(4) |
Extraction of synonyms |
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1st Author's Name |
Hideyuki Takahashi |
1st Author's Affiliation |
Okayama University (Okayama Univ.) |
2nd Author's Name |
Koichi Takeuchi |
2nd Author's Affiliation |
Okayama University (Okayama Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-01-27 11:00:00 |
Presentation Time |
30 minutes |
Registration for |
NLC |
Paper # |
NLC2008-77 |
Volume (vol) |
vol.108 |
Number (no) |
no.408 |
Page |
pp.37-42 |
#Pages |
6 |
Date of Issue |
2009-01-19 (NLC) |