KFU. Card publication. Common Sense Knowledge in Large Scale Neural Conversational Models

KAZAN
FEDERAL UNIVERSITY

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COMMON SENSE KNOWLEDGE IN LARGE SCALE NEURAL CONVERSATIONAL MODELS

Form of presentation

Conference proceedings in international journals and collections

Year of publication

2017

Язык

английский

Authors, employees of KFU

Izotova Ekaterina Dmitrievna, author

Other authors

Tarasov Denis Stanislavovich, author

Bibliographic description in the original language

Izotova E.D. Common Sense Knowledge in Large Scale Neural Conversational Models/D.S. Tarasov, E.D. Izotova// Advances in Neural Computation, Machine Learning, and Cognitive Research: Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia.- Springer.- 2017.- pp.39-43. DOI 10.1007/978-3-319-66604-4_6

Annotation

Advances in Neural Computation, Machine Learning, and Cognitive Research: Selected Papers from the XIX International Conference on Neuroinformatics

Keywords

Deep highway networks, conversational modeling, information retrieval

The name of the journal

Advances in Neural Computation, Machine Learning, and Cognitive Research: Selected Papers from the XIX International Conference on Neuroinformatics

URL

https://books.google.ru/books?id=uyIzDwAAQBAJ&pg=PA39&lpg=PA39&dq=Studies+in+Computational+Intelligence+Tarasov&source=bl&ots=0gDrPWP3l9&sig=6_7-0-j_DUd-9CHF_6ai5sLPQu4&hl=ru&sa=X&redir_esc=y#v=onepage&q=Studies%20in%20Computational%20Intelligence%20Tarasov&f=false

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=164875&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Izotova Ekaterina Dmitrievna	ru_RU
dc.contributor.author	Tarasov Denis Stanislavovich	ru_RU
dc.date.accessioned	2017-01-01T00:00:00Z	ru_RU
dc.date.available	2017-01-01T00:00:00Z	ru_RU
dc.date.issued	2017	ru_RU
dc.identifier.citation	Izotova E.D. Common Sense Knowledge in Large Scale Neural Conversational Models/D.S. Tarasov, E.D. Izotova// Advances in Neural Computation, Machine Learning, and Cognitive Research: Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia.- Springer.- 2017.- pp.39-43. DOI 10.1007/978-3-319-66604-4_6	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=164875&p_lang=2	ru_RU
dc.description.abstract	Advances in Neural Computation, Machine Learning, and Cognitive Research: Selected Papers from the XIX International Conference on Neuroinformatics	ru_RU
dc.description.abstract	It was recentry shows, that neural language models, trained on large scale conversational corpus such as OpenSubtitles have recently demonstrated ability to simulate conversation and answer questions, that require common-sense knowledge, suggesting the possibility that such networks actually learn a way to represent and use common-sense knowledge, extracted from dialog corpus.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Deep highway networks	ru_RU
dc.subject	conversational modeling	ru_RU
dc.subject	information retrieval	ru_RU
dc.title	Common Sense Knowledge in Large Scale Neural Conversational Models	ru_RU
dc.type	Conference proceedings in international journals and collections	ru_RU