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CEC
2005
IEEE
15 years 6 months ago
XCS with computed prediction in continuous multistep environments
We apply XCS with computed prediction (XCSF) to tackle multistep reinforcement learning problems involving continuous inputs. In essence we use XCSF as a method of generalized rein...
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wils...
193
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SIGMOD
2008
ACM
131views Database» more  SIGMOD 2008»
16 years 4 months ago
Domain adaptation of information extraction models
Domain adaptation refers to the process of adapting an extraction model trained in one domain to another related domain with only unlabeled data. We present a brief survey of exis...
Rahul Gupta, Sunita Sarawagi
ACL
2012
13 years 7 months ago
Grammar Error Correction Using Pseudo-Error Sentences and Domain Adaptation
This paper presents grammar error correction for Japanese particles that uses discriminative sequence conversion, which corrects erroneous particles by substitution, insertion, an...
Kenji Imamura, Kuniko Saito, Kugatsu Sadamitsu, Hi...
EMNLP
2007
15 years 6 months ago
Frustratingly Hard Domain Adaptation for Dependency Parsing
We describe some challenges of adaptation in the 2007 CoNLL Shared Task on Domain Adaptation. Our error analysis for this task suggests that a primary source of error is differenc...
Mark Dredze, John Blitzer, Partha Pratim Talukdar,...
EACL
2009
ACL Anthology
16 years 5 months ago
Supervised Domain Adaption for WSD
Eneko Agirre, Oier Lopez de Lacalle