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Paper Abstract and Keywords
Presentation 2007-12-14 11:00
A Note on Grammar Acquisition based on Inductive Logic Programming -- Fast Method with use of Linguistic Bias and its Evaluation --
Hiroyuki Kameda (TUT), Chiaki Kubomura (Yamano College) TL2007-43
Abstract (in Japanese) (See Japanese page) 
(in English) Many grammar acquisition methods are proposed in the previous research.
One of the most promising methods is Inductive Logic Programming (ILP).
Grammar acquisition by ILP has, however, a serious problem that amount of computation is extremely enormous in inductive inference.
From this point of view, this paper proposes and reports an algorithm and its program in Prolog which adopts a language bias to reduce search space by eliminating non-sublist type of syntactic rules. Results of experiments are also reported to show effects of using language bias.
Keyword (in Japanese) (See Japanese page) 
(in English) Grammar Acquisition / Inductive Logic Programming / Fast Algorithm / Language Bias / Learning Language in Logic / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 387, TL2007-43, pp. 13-18, Dec. 2007.
Paper # TL2007-43 
Date of Issue 2007-12-07 (TL) 
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 TL2007-43

Conference Information
Committee TL  
Conference Date 2007-12-14 - 2007-12-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo University of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Thought and knowledge search, etc. 
Paper Information
Registration To TL 
Conference Code 2007-12-TL 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Note on Grammar Acquisition based on Inductive Logic Programming 
Sub Title (in English) Fast Method with use of Linguistic Bias and its Evaluation 
Keyword(1) Grammar Acquisition  
Keyword(2) Inductive Logic Programming  
Keyword(3) Fast Algorithm  
Keyword(4) Language Bias  
Keyword(5) Learning Language in Logic  
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1st Author's Name Hiroyuki Kameda  
1st Author's Affiliation Tokyo University of Technology (TUT)
2nd Author's Name Chiaki Kubomura  
2nd Author's Affiliation Yamano College of Aesthetics (Yamano College)
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Speaker Author-1 
Date Time 2007-12-14 11:00:00 
Presentation Time 30 minutes 
Registration for TL 
Paper # TL2007-43 
Volume (vol) vol.107 
Number (no) no.387 
Page pp.13-18 
#Pages 6 
Date of Issue 2007-12-07 (TL) 

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