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108
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FLAIRS
2003
15 years 4 months ago
Improving the Representation Space through Exception-Based Learning
This paper addresses the problem of improving the representation space in a rule-based intelligent system, through exception-based learning. Such a system generally learns rules c...
Cristina Boicu, Gheorghe Tecuci, Mihai Boicu, Dori...
89
Voted
ACL
2010
15 years 21 days ago
Learning to Follow Navigational Directions
We present a system that learns to follow navigational natural language directions. Where traditional models learn from linguistic annotation or word distributions, our approach i...
Adam Vogel, Daniel Jurafsky
152
Voted
ESOP
2010
Springer
15 years 9 months ago
A Universal Calculus for Stream Processing Languages
Stream processing applications such as algorithmic trading, MPEG processing, and web content analysis are ubiquitous and essential to business and entertainment. Language designers...
Robert Soulé, Martin Hirzel, Robert Grimm, ...
ICNC
2005
Springer
15 years 8 months ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
128
Voted
ESOP
2000
Springer
15 years 6 months ago
Sharing Continuations: Proofnets for Languages with Explicit Control
We introduce graph reduction technology that implements functional languages with control, such as Scheme with call/cc, where continuations can be manipulated explicitly as values,...
Julia L. Lawall, Harry G. Mairson