КФУ. Карточка публикации. Common Sense Knowledge in Large Scale Neural Conversational Models

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COMMON SENSE KNOWLEDGE IN LARGE SCALE NEURAL CONVERSATIONAL MODELS

Форма представления

Тезисы и материалы конференций в зарубежных журналах и сборниках

Год публикации

2017

Язык

английский

Авторы, сотрудники КФУ

Изотова Екатерина Дмитриевна, автор

Другие авторы

Tarasov Denis Stanislavovich, автор

Библиографическое описание на языке оригинала

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

Аннотация

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

Ключевые слова

Deep highway networks, conversational modeling, information retrieval

Название журнала

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

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https://repository.kpfu.ru/?p_id=164875

Полная запись метаданных

Поле DC	Значение	Язык
dc.contributor.author	Изотова Екатерина Дмитриевна	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/?p_id=164875	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	Тезисы и материалы конференций в зарубежных журналах и сборниках	ru_RU