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Bayesian analysis in natural language processing
紀錄類型 ： 書目-語言資料,印刷品: 單行本
作者 ： CohenShay.,
出版地 ： [San Rafael, California]
出版者 ： Morgan & Claypool;
出版年 ： c2016.
面頁冊數 ： xxvii, 246 p.ill. : 24 cm.;
集叢名 ： Synthesis lectures on human language technologies# 35
標題 ： Bayesian statistical decision theory. -
標題 ： Natural language processing (Computer science) -
ISBN ： 1627058737
ISBN ： 9781627058735
內容註 ： Preliminaries Introduction Priors Bayesian estimation Sampling methods Variational inference Nonparametric priors Bayesian grammar models Closing Remarks Basic concepts Distribution catalog.
LEADER 01042cam a2200265 450
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009 a(OCoLC)953497751
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210 $a[San Rafael, California]$dc2016.$cMorgan & Claypool
215 1 $axxvii, 246 p.$cill.$d24 cm.
225 2 $aSynthesis lectures on human language technologies$v# 35
320 $aIncludes bibliographical references (p. 221-240) and index.
327 0 $aPreliminaries$aIntroduction$aPriors$aBayesian estimation$aSampling methods$aVariational inference$aNonparametric priors$aBayesian grammar models$aClosing Remarks$aBasic concepts$a Distribution catalog.
410 0$12001 $aSynthesis lectures on human language technologies
606 $aBayesian statistical decision theory.$2lc$3104249
606 $aNatural language processing (Computer science)$2lc$3105075
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700 1$aCohen$bShay.$3243516
Cohen, Shay.
Bayesian analysis in natural language processing / Shay Cohen. - [San Rafael, California] : Morgan & Claypool, c2016.. - xxvii, 246 p. ; ill. ; 24 cm.. - (Synthesis lectures on human language technologies ; # 35).
Preliminaries.
Includes bibliographical references (p. 221-240) and index..
ISBN 1627058737ISBN 9781627058735
Bayesian statistical decision theory.Natural language processing (Computer science)
Bayesian analysis in natural language processing / Shay Cohen. - [San Rafael, California] : Morgan & Claypool, c2016.. - xxvii, 246 p. ; ill. ; 24 cm.. - (Synthesis lectures on human language technologies ; # 35).
Preliminaries.
Includes bibliographical references (p. 221-240) and index..
ISBN 1627058737ISBN 9781627058735
Bayesian statistical decision theory.Natural language processing (Computer science)
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