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ESOP
2011
Springer
14 years 3 months ago
Measure Transformer Semantics for Bayesian Machine Learning
Abstract. The Bayesian approach to machine learning amounts to inferring posterior distributions of random variables from a probabilistic model of how the variables are related (th...
Johannes Borgström, Andrew D. Gordon, Michael...
CIVR
2004
Springer
149views Image Analysis» more  CIVR 2004»
15 years 3 months ago
A Framework for Semantic Classification of Scenes Using Finite State Machines
We address the problem of classifying scenes from feature films into semantic categories and propose a robust framework for this problem. We propose that the Finite State Machines ...
Yun Zhai, Zeeshan Rasheed, Mubarak Shah
LOPSTR
2004
Springer
15 years 5 months ago
From Natural Semantics to Abstract Machines
Machines Mads Sig Ager BRICS Report Series RS-04-20 ISSN 0909-0878 October 2004 04-20M.S.Ager:FromNaturalSemanticstoAbstractMachines
Mads Sig Ager
NAACL
2007
15 years 1 months ago
Generation by Inverting a Semantic Parser that Uses Statistical Machine Translation
This paper explores the use of statistical machine translation (SMT) methods for tactical natural language generation. We present results on using phrase-based SMT for learning to...
Yuk Wah Wong, Raymond J. Mooney
LREC
2010
166views Education» more  LREC 2010»
15 years 1 months ago
Semantic Evaluation of Machine Translation
It is recognized that many evaluation metrics of machine translation in use that focus on surface word level suffer from their lack of tolerance of linguistic variance, and the in...
Billy Tak-Ming Wong