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ACL
2010
15 years 2 months ago
Models of Metaphor in NLP
Automatic processing of metaphor can be clearly divided into two subtasks: metaphor recognition (distinguishing between literal and metaphorical language in a text) and metaphor i...
Ekaterina Shutova
BMCBI
2006
165views more  BMCBI 2006»
15 years 4 months ago
Improved variance estimation of classification performance via reduction of bias caused by small sample size
Background: Supervised learning for classification of cancer employs a set of design examples to learn how to discriminate between tumors. In practice it is crucial to confirm tha...
Ulrika Wickenberg-Bolin, Hanna Göransson, M&a...
PR
2006
83views more  PR 2006»
15 years 4 months ago
Optimal convex error estimators for classification
A cross-validation error estimator is obtained by repeatedly leaving out some data points, deriving classifiers on the remaining points, computing errors for these classifiers on ...
Chao Sima, Edward R. Dougherty
CORR
2010
Springer
92views Education» more  CORR 2010»
15 years 4 months ago
Efficient System-Enforced Deterministic Parallelism
Deterministic execution offers many benefits for debugging, fault tolerance, and security. Current methods of executing parallel programs deterministically, however, often incur h...
Amittai Aviram, Shu-Chun Weng, Sen Hu, Bryan Ford
CORR
2011
Springer
194views Education» more  CORR 2011»
14 years 11 months ago
Approachability of Convex Sets in Games with Partial Monitoring
We provide a necessary and sufficient condition under which a convex set is approachable in a game with partial monitoring, i.e. where players do not observe their opponents’ mo...
Vianney Perchet