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COLING
2010
14 years 4 months ago
An Empirical Study on Web Mining of Parallel Data
This paper1 presents an empirical approach to mining parallel corpora. Conventional approaches use a readily available collection of comparable, nonparallel corpora to extract par...
Gum-Won Hong, Chi-Ho Li, Ming Zhou, Hae-Chang Rim
ICML
2006
IEEE
15 years 10 months ago
PAC model-free reinforcement learning
For a Markov Decision Process with finite state (size S) and action spaces (size A per state), we propose a new algorithm--Delayed Q-Learning. We prove it is PAC, achieving near o...
Alexander L. Strehl, Lihong Li, Eric Wiewiora, Joh...
BMCBI
2007
104views more  BMCBI 2007»
14 years 9 months ago
TISs-ST: a web server to evaluate polymorphic translation initiation sites and their reflections on the secretory targets
Background: The nucleotide sequence flanking the translation initiation codon (start codon context) affects the translational efficiency of eukaryotic mRNAs, and may indicate the ...
Renato Vicentini, Marcelo Menossi
EMNLP
2008
14 years 11 months ago
Phrase Translation Probabilities with ITG Priors and Smoothing as Learning Objective
The conditional phrase translation probabilities constitute the principal components of phrase-based machine translation systems. These probabilities are estimated using a heurist...
Markos Mylonakis, Khalil Sima'an
FM
2003
Springer
160views Formal Methods» more  FM 2003»
15 years 2 months ago
Translation-Based Compositional Reasoning for Software Systems
Software systems are often model checked by translating them into a directly model-checkable formalism. Any serious software system requires application of compositional reasoning ...
Fei Xie, James C. Browne, Robert P. Kurshan