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IMCSIT
2010
14 years 9 months ago
TREF - TRanslation Enhancement Framework for Japanese-English
Abstract--We present a method for improving existing statistical machine translation methods using an knowledge-base compiled from a bilingual corpus as well as sequence alignment ...
Bartholomäus Wloka, Werner Winiwarter
ICANN
2007
Springer
15 years 6 months ago
A Two-Layer ICA-Like Model Estimated by Score Matching
Abstract. Capturing regularities in high-dimensional data is an important problem in machine learning and signal processing. Here we present a statistical model that learns a nonli...
Urs Köster, Aapo Hyvärinen
EAMT
1993
15 years 4 months ago
Memory-Based Lexical Acquisition and Processing
Daelemans W. Abstraction Considered Harmful: Lazy Learning of Language Processing. Proceedings of the 6th 5th Belgian-Dutch Conference on Machine Learning 1996; 3-12.
Walter Daelemans
ICML
2002
IEEE
16 years 21 days ago
Discovering Hierarchy in Reinforcement Learning with HEXQ
An open problem in reinforcement learning is discovering hierarchical structure. HEXQ, an algorithm which automatically attempts to decompose and solve a model-free factored MDP h...
Bernhard Hengst
ATAL
2009
Springer
15 years 6 months ago
Using opponent models for efficient negotiation
d Abstract) Koen Hindriks Man-Machine Interaction Group Delft University of Technology Mekelweg 4, Delft, The Netherlands
Koen V. Hindriks, Catholijn M. Jonker, Dmytro Tykh...