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92
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NAACL
2007
15 years 2 months ago
Statistical Phrase-Based Post-Editing
This article describes a machine translation system based on an automatic post-editing strategy: initially translate the input text into the target-language using a rule-based MT ...
Michel Simard, Cyril Goutte, Pierre Isabelle
111
Voted
ICML
2008
IEEE
16 years 1 months ago
Extracting and composing robust features with denoising autoencoders
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pi...
ECML
2007
Springer
15 years 6 months ago
Graph-Based Domain Mapping for Transfer Learning in General Games
A general game player is an agent capable of taking as input a description of a game’s rules in a formal language and proceeding to play without any subsequent human input. To do...
Gregory Kuhlmann, Peter Stone
119
Voted
DCOSS
2006
Springer
15 years 4 months ago
When Birds Die: Making Population Protocols Fault-Tolerant
In the population protocol model introduced by Angluin et al. [2], a collection of agents, which are modelled by finite state machines, move around unpredictably and have pairwise ...
Carole Delporte-Gallet, Hugues Fauconnier, Rachid ...
114
Voted
MLDM
2010
Springer
14 years 7 months ago
Creating Product Maps with Self-Organizing Maps for Purchase Decision Making
We propose a way of creating product maps with self-organizing maps (SOMs) for purchase decision making. We previously proposed a way of purchase decision support using SOMs and th...
Kazuhiro Kohara, Tetsuya Tsuda