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| Presentation | 2013-10-19 15:00 Word sense disambiguation using Dynamic contextual semantic network model and its improvement Jun Okamoto (Kaetsu Univ.), Shun Ishizaki (Keio Univ.)  TL2013-44 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We proposed a method of word sense disambiguation using an Associative Concept Dictionary which includes semantic relations among concepts. In our previous researches, Dynamic Contextual Network Model were applied to neural networks, where the network structure changes according to the successive input words in the sentences. The model enhances the network dynamically by adding words successively from the input sentence until the model obtains a certain threshold to decide the appropriate meaning for the homographic ideograms. The new improved model disambiguates word senses using keyword following the ambiguous word when it finds misunderstanding of the disambiguation caused by the contextual information before the ambiguous word. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Associative Concept Dictionary / Word Sense Disambiguation / Dynamic Contextual Network Model / Process Model of Language Understanding / Contextual Semantic Network / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 253, TL2013-44, pp. 19-24, Oct. 2013. | |
| Paper # | TL2013-44 | |
| Date of Issue | 2013-10-12 (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 | TL2013-44 |
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| Conference Information | |
| Committee | TL |
| Conference Date | 2013-10-19 - 2013-10-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | WASEDA Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | conceptual dictionary and NLP |
| Paper Information | |
| Registration To | TL |
| Conference Code | 2013-10-TL |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Word sense disambiguation using Dynamic contextual semantic network model and its improvement |
| Sub Title (in English) | |
| Keyword(1) | Associative Concept Dictionary |
| Keyword(2) | Word Sense Disambiguation |
| Keyword(3) | Dynamic Contextual Network Model |
| Keyword(4) | Process Model of Language Understanding |
| Keyword(5) | Contextual Semantic Network |
| Keyword(6) | |
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| 1st Author's Name | Jun Okamoto |
| 1st Author's Affiliation | Kaetsu University (Kaetsu Univ.) |
| 2nd Author's Name | Shun Ishizaki |
| 2nd Author's Affiliation | Keio University (Keio Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-10-19 15:00:00 |
| Presentation Time | 30 minutes |
| Registration for | TL |
| Paper # | TL2013-44 |
| Volume (vol) | vol.113 |
| Number (no) | no.253 |
| Page | pp.19-24 |
| #Pages | 6 |
| Date of Issue | 2013-10-12 (TL) |
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