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» Loss Minimization in Parse Reranking
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ACL
2006
13 years 11 months ago
Minimum Risk Annealing for Training Log-Linear Models
When training the parameters for a natural language system, one would prefer to minimize 1-best loss (error) on an evaluation set. Since the error surface for many natural languag...
David A. Smith, Jason Eisner
ACL
2008
13 years 11 months ago
Enhancing Performance of Lexicalised Grammars
This paper describes how external resources can be used to improve parser performance for heavily lexicalised grammars, looking at both robustness and efficiency. In terms of robu...
Rebecca Dridan, Valia Kordoni, Jeremy Nicholson
TIT
2002
116views more  TIT 2002»
13 years 9 months ago
On delayed prediction of individual sequences
Prediction of individual sequences is investigated for cases in which the decision maker observes a delayed version of the sequence, or is forced to issue his/her predictions a nu...
Marcelo J. Weinberger, Erik Ordentlich