Paper Abstract and Keywords |
Presentation |
2011-10-10 13:50
A Rule-based Method of Text Normalization for Casual English Eleanor Clark, Kenji Araki (Hokkaido Univ.) TL2011-27 NLC2011-24 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This research introduces an experimental system for the automated normalization of casual, irregularly-formed English used in communications such as Twitter. Our rule-based approach aims to avoid problems caused by user creativity and individuality of language when Twitter-style text is used as input in Machine Translation, and to aid comprehension for non-native speakers of English. We describe the results of two evaluation experiments using our system. Finally, we explore how to effectively utilize the same rule-based approach to generate casual English; in other words, automatically producing humanlike creative sentences as an AI task. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Text Normalization / Twitter / Natural Language Processing / Machine Translation / Noisy Text / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 228, NLC2011-24, pp. 11-16, Oct. 2011. |
Paper # |
NLC2011-24 |
Date of Issue |
2011-10-03 (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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TL2011-27 NLC2011-24 |
Conference Information |
Committee |
NLC TL |
Conference Date |
2011-10-10 - 2011-10-11 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Bldg. of Graduate School NST Okayama Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Natural Language Understanding and Communication, etc. |
Paper Information |
Registration To |
NLC |
Conference Code |
2011-10-NLC-TL |
Language |
English (Japanese title is available) |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Rule-based Method of Text Normalization for Casual English |
Sub Title (in English) |
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Text Normalization |
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Twitter |
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Natural Language Processing |
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Machine Translation |
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Noisy Text |
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1st Author's Name |
Eleanor Clark |
1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
2nd Author's Name |
Kenji Araki |
2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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Speaker |
Author-1 |
Date Time |
2011-10-10 13:50:00 |
Presentation Time |
25 minutes |
Registration for |
NLC |
Paper # |
TL2011-27, NLC2011-24 |
Volume (vol) |
vol.111 |
Number (no) |
no.227(TL), no.228(NLC) |
Page |
pp.11-16 |
#Pages |
6 |
Date of Issue |
2011-10-03 (TL, NLC) |
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