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PRL
2002
94views more  PRL 2002»
13 years 7 months ago
A hierarchical tag-graph search scheme with layered grammar rules for spontaneous speech understanding
It has always been difficult for language understanding systems to handle spontaneous speech with satisfactory robustness, primarily due to such problems as the fragments, disflue...
Bor-shen Lin, Berlin Chen, Hsin-Min Wang, Lin-Shan...
JMLR
2012
11 years 10 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
SLS
2007
Springer
100views Algorithms» more  SLS 2007»
14 years 2 months ago
EasySyn++: A Tool for Automatic Synthesis of Stochastic Local Search Algorithms
Abstract. We present a software tool, called EasySyn++, for the automatic synthesis of the source code for a set of stochastic local search (SLS) algorithms. EasySyn++ uses C++ as ...
Luca Di Gaspero, Andrea Schaerf
LREC
2010
129views Education» more  LREC 2010»
13 years 9 months ago
The Indiana "Cooperative Remote Search Task" (CReST) Corpus
This paper introduces a novel corpus of natural language dialogues obtained from humans performing a cooperative, remote, search task (CReST) as it occurs naturally in a variety o...
Kathleen M. Eberhard, Hannele Nicholson, Sandra K&...
EACL
2006
ACL Anthology
13 years 9 months ago
A Comparison of Syntactically Motivated Word Alignment Spaces
This work is concerned with the space of alignments searched by word alignment systems. We focus on situations where word re-ordering is limited by syntax. We present two new alig...
Colin Cherry, Dekang Lin