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| Paper Abstract and Keywords | ||
| Presentation | 2020-02-17 11:10 [Tutorial Invited Lecture] BERT for dialogue systems Koh Mitsuda (NTT)  NLC2019-43 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Transfer learning, which is one of machine learning has been attracting attention in natural language processing. A general purpose model called pre-trained model is trained based on an enormous amount of plain text data and the model is tuned by downstream tasks. Using the released pre-trained models, we can easily create advanced natural language applications. This report introduces the overview of the transfer learning technique, such as BERT (Bidirectional Encoder Representations from Transformers) developed by Google in 2018, in terms of architecture, usage, and performance. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | transfer learning / BERT / dialogue processing / natural language processing / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 415, NLC2019-43, pp. 37-37, Feb. 2020. | |
| Paper # | NLC2019-43 | |
| Date of Issue | 2020-02-09 (NLC) | |
| ISSN | 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 | NLC2019-43 |
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| Conference Information | |
| Committee | NLC |
| Conference Date | 2020-02-16 - 2020-02-17 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Seikei University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Integration of verbal and non-verbal information |
| Paper Information | |
| Registration To | NLC |
| Conference Code | 2020-02-NLC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | BERT for dialogue systems |
| Sub Title (in English) | |
| Keyword(1) | transfer learning |
| Keyword(2) | BERT |
| Keyword(3) | dialogue processing |
| Keyword(4) | natural language processing |
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| 1st Author's Name | Koh Mitsuda |
| 1st Author's Affiliation | NTT (NTT) |
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| Speaker | Author-1 |
| Date Time | 2020-02-17 11:10:00 |
| Presentation Time | 60 minutes |
| Registration for | NLC |
| Paper # | NLC2019-43 |
| Volume (vol) | vol.119 |
| Number (no) | no.415 |
| Page | p.37 |
| #Pages | 1 |
| Date of Issue | 2020-02-09 (NLC) |
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