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AAAI
2006
15 years 6 months ago
Value-Function-Based Transfer for Reinforcement Learning Using Structure Mapping
Transfer learning concerns applying knowledge learned in one task (the source) to improve learning another related task (the target). In this paper, we use structure mapping, a ps...
Yaxin Liu, Peter Stone
133
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AAAI
2006
15 years 6 months ago
WikiRelate! Computing Semantic Relatedness Using Wikipedia
Wikipedia provides a knowledge base for computing word relatedness in a more structured fashion than a search engine and with more coverage than WordNet. In this work we present e...
Michael Strube, Simone Paolo Ponzetto
ACL
2006
15 years 6 months ago
On-Demand Information Extraction
At present, adapting an Information Extraction system to new topics is an expensive and slow process, requiring some knowledge engineering for each new topic. We propose a new par...
Satoshi Sekine
ACL
2006
15 years 6 months ago
A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features
This paper proposes a novel composite kernel for relation extraction. The composite kernel consists of two individual kernels: an entity kernel that allows for entity-related feat...
Min Zhang, Jie Zhang, Jian Su, Guodong Zhou
AIPS
2006
15 years 6 months ago
On the Use of UML.P for Modeling a Real Application as a Planning Problem
There is a great interest in the planning community to apply all developments already achieved in the area to real applications. Such scenario makes the community focus on Knowled...
Tiago Stegun Vaquero, Flavio Tonidandel, Leliane N...