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161
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EMNLP
2008
15 years 8 months ago
2008
We consider a parsed text corpus as an instance of a labelled directed graph, where nodes represent words and weighted directed edges represent the syntactic relations between the...
172
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EMNLP
2008
15 years 8 months ago
2008
We present a novel learning framework for pipeline models aimed at improving the communication between consecutive stages in a pipeline. Our method exploits the confidence scores ...
174
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ICMLA
2008
15 years 8 months ago
2008
High dimensionality of belief space in Partially Observable Markov Decision Processes (POMDPs) is one of the major causes that severely restricts the applicability of this model. ...
160
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INTERACT
2007
15 years 8 months ago
2007
We examine whether or not it is possible to determine, recognize and/or report the emotional state of a group of people through touch and/or body motion. We present the initial des...
199
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NIPS
2008
15 years 8 months ago
2008
Confidence-weighted (CW) learning [6], an online learning method for linear classifiers, maintains a Gaussian distributions over weight vectors, with a covariance matrix that repr...