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230
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EMNLP
2011
14 years 6 months ago
2011
This paper describes a novel approach to the semantic relation detection problem. Instead of relying only on the training instances for a new relation, we leverage the knowledge l...
196
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COLT
1999
Springer
15 years 11 months ago
1999
Springer
We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...
223
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EDM
2010
15 years 8 months ago
2010
It is argued that the analysis of the learner's generated log files during interactions with a learning environment is necessary to produce interpretative views of their activ...
202
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INTERACT
2003
15 years 8 months ago
2003
: Using speech input to augment the remote control can be an alternative interaction technique for interactive television. However, little is known about how to design such a syste...
168
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NIPS
1997
15 years 8 months ago
1997
Up-propagation is an algorithm for inverting and learning neural network generative models. Sensory input is processed by inverting a model that generates patterns from hidden var...