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| Presentation | 2017-03-21 10:30 Method and Implementation of Multiplied Semantic Expansion(MSE) for Semantic Parsing. Akinori Takada (Ferris Univ.)  TL2016-66 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In a rule-based natural language question-answering system, input sentences are transformed into meta-form format which can handle meaning and logic, and then logical processing such as inference is performed. Nowadays as computational intelligence has been becoming a mainstream of AI research, those rule-based systems are often pejoratively called GOFAI (Good Old Fashioned AI). However, a rule-based method is thought to be more efficient in many cases than CI when we need to simulate "logic" as a part of function of natural intelligence. Because with a rule-based method, we can check and adjust logic which was generated by the system and/or should be introduced into the system relatively easier, and also we can construct a system with less computational resources than with CI. On the other hand, there exist many difficulties in implementing rule-based natural language processing system with semantic parsing. One of the difficulties is processing of relatively complex sentences. Though an input sentence is much complexed, it must be consisted of one or more simple sentence(s) which has one subject and one predicate. Thus a method to divide complex sentence into simple sentences can promote a research of natural language processing especially in rule-based NLP. In this article I propose a method of Multiplied Semantic Expansion(MSE) for semantic parsing as a model to construct a rule-based natural language question-answering system. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | natural language processing / semantic parsing / question-answering system / Japanese dialogue / Hierarchical Structured Semantic Space / channel theory / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 529, TL2016-66, pp. 7-12, March 2017. | |
| Paper # | TL2016-66 | |
| Date of Issue | 2017-03-14 (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 | TL2016-66 |
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| Conference Information | |
| Committee | TL |
| Conference Date | 2017-03-21 - 2017-03-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagoya International Centter |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Theme 1：Intelligence, learning, education, Theme 2：Language and Thought |
| Paper Information | |
| Registration To | TL |
| Conference Code | 2017-03-TL |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Method and Implementation of Multiplied Semantic Expansion(MSE) for Semantic Parsing. |
| Sub Title (in English) | |
| Keyword(1) | natural language processing |
| Keyword(2) | semantic parsing |
| Keyword(3) | question-answering system |
| Keyword(4) | Japanese dialogue |
| Keyword(5) | Hierarchical Structured Semantic Space |
| Keyword(6) | channel theory |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Akinori Takada |
| 1st Author's Affiliation | Ferris University (Ferris Univ.) |
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| Speaker | Author-1 |
| Date Time | 2017-03-21 10:30:00 |
| Presentation Time | 30 minutes |
| Registration for | TL |
| Paper # | TL2016-66 |
| Volume (vol) | vol.116 |
| Number (no) | no.529 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2017-03-14 (TL) |
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