Paper Abstract and Keywords |
Presentation |
2018-09-06 16:55
Word Sense Disambiguation Incorporating Auxiliary Context for Short Sentences Minoru Sasaki (Ibaraki Univ.) NLC2018-18 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
Word Sense Disambiguation / Auxiliary Context / Word Mover's Distance / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 210, NLC2018-18, pp. 47-50, Sept. 2018. |
Paper # |
NLC2018-18 |
Date of Issue |
2018-08-30 (NLC) |
ISSN |
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) |
Download PDF |
NLC2018-18 |
Conference Information |
Committee |
NLC IPSJ-DC |
Conference Date |
2018-09-06 - 2018-09-07 |
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 |
Paper Information |
Registration To |
NLC |
Conference Code |
2018-09-NLC-DC |
Language |
Japanese |
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) |
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Word Sense Disambiguation |
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Auxiliary Context |
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Word Mover's Distance |
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1st Author's Name |
Minoru Sasaki |
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Ibaraki University (Ibaraki Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-09-06 16:55:00 |
Presentation Time |
25 minutes |
Registration for |
NLC |
Paper # |
NLC2018-18 |
Volume (vol) |
vol.118 |
Number (no) |
no.210 |
Page |
pp.47-50 |
#Pages |
4 |
Date of Issue |
2018-08-30 (NLC) |
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