Paper Abstract and Keywords |
Presentation |
2013-02-18 16:20
Utility of Machine-translated Textual Glosses in Cross-Language Synset Matching Yoshihiko Hayashi (Osaka Univ.) AI2012-38 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper proposes a method to discover conceptual mates in the lexical-semantic resources of other languages. The proposed method integrates two types of cross-lingual semantic relatedness by balancing them using a weighted sum: One estimates the probabilistic correspondence between sets of synonyms, while the other measures the textual similarity between gloss texts. Our experimental results show that (1) the weighted-sum method was simple yet relatively robust; (2) the extended gloss texts gathered from the conceptual neighbors of objective concepts played a certain role in improving matching performances (mean average precision); and especially, (3) the negative impact of machine translation, inevitably introduced to measure monolingual textual similarities, could be substantially reduced, and performances even slightly improved, thanks to the translation redundancy yielded by the use of multiple translation engines. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
lexical resources / wordnets / cross-lingual synset matching / semantic relatedness / machine translation / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 435, AI2012-38, pp. 97-102, Feb. 2013. |
Paper # |
AI2012-38 |
Date of Issue |
2013-02-11 (AI) |
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) |
Download PDF |
AI2012-38 |
Conference Information |
Committee |
AI |
Conference Date |
2013-02-18 - 2013-02-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
AI |
Conference Code |
2013-02-AI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Utility of Machine-translated Textual Glosses in Cross-Language Synset Matching |
Sub Title (in English) |
|
Keyword(1) |
lexical resources |
Keyword(2) |
wordnets |
Keyword(3) |
cross-lingual synset matching |
Keyword(4) |
semantic relatedness |
Keyword(5) |
machine translation |
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yoshihiko Hayashi |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
|
2nd Author's Affiliation |
() |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2013-02-18 16:20:00 |
Presentation Time |
20 minutes |
Registration for |
AI |
Paper # |
AI2012-38 |
Volume (vol) |
vol.112 |
Number (no) |
no.435 |
Page |
pp.97-102 |
#Pages |
6 |
Date of Issue |
2013-02-11 (AI) |
|