Paper Abstract and Keywords |
Presentation |
2016-11-16 15:00
A generation model of representations of sentence by convolution neural network for machine translation Shin Chadani, Satoshi Yamane, Kouhei Sakurai (Kanazawa Univ.) IBISML2016-52 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In the task of machine translation, the word order of the language for translation is one of the important elements. English-Japanese translation is said to be difficult, because the Japanese word order is different from the English word order. In this work, we consider a model that generates a vector representation from input sentence with the convolutional neural network, and aim to improve the accuracy of translation result with the generated sentence representation vector. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Machine Translation / AutoEncoder / Convolutional Neural Network / Recurrent Neural Network / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 300, IBISML2016-52, pp. 51-54, Nov. 2016. |
Paper # |
IBISML2016-52 |
Date of Issue |
2016-11-09 (IBISML) |
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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IBISML2016-52 |
Conference Information |
Committee |
IBISML |
Conference Date |
2016-11-16 - 2016-11-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyoto Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Information-Based Induction Science Workshop (IBIS2016) |
Paper Information |
Registration To |
IBISML |
Conference Code |
2016-11-IBISML |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A generation model of representations of sentence by convolution neural network for machine translation |
Sub Title (in English) |
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Machine Translation |
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AutoEncoder |
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Convolutional Neural Network |
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Recurrent Neural Network |
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1st Author's Name |
Shin Chadani |
1st Author's Affiliation |
Kanazawa University (Kanazawa Univ.) |
2nd Author's Name |
Satoshi Yamane |
2nd Author's Affiliation |
Kanazawa University (Kanazawa Univ.) |
3rd Author's Name |
Kouhei Sakurai |
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Kanazawa University (Kanazawa Univ.) |
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Speaker |
Author-1 |
Date Time |
2016-11-16 15:00:00 |
Presentation Time |
180 minutes |
Registration for |
IBISML |
Paper # |
IBISML2016-52 |
Volume (vol) |
vol.116 |
Number (no) |
no.300 |
Page |
pp.51-54 |
#Pages |
4 |
Date of Issue |
2016-11-09 (IBISML) |
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