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» Answer set based design of knowledge systems
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TNN
2008
88views more  TNN 2008»
15 years 3 months ago
A New Approach to Knowledge-Based Design of Recurrent Neural Networks
Abstract-- A major drawback of artificial neural networks (ANNs) is their black-box character. This is especially true for recurrent neural networks (RNNs) because of their intrica...
Eyal Kolman, Michael Margaliot
COLING
2002
15 years 3 months ago
The Effectiveness of Dictionary and Web-Based Answer Reranking
We describe an in-depth study of using a dictionary (WordNet) and web search engines (Altavista, MSN, and Google) to boost the performance of an automated question answering syste...
Chin-Yew Lin
VL
2008
IEEE
111views Visual Languages» more  VL 2008»
15 years 10 months ago
Tool support for working with sets of source code entities
Previous research has identified several challenges that programmers face in answering questions about a code base. To explore ways to overcome those challenges, we have develope...
Curtis Fraser, Chris Luce, Jamie Starke, Jonathan ...
FLAIRS
2007
15 years 6 months ago
Guiding Inference with Policy Search Reinforcement Learning
Symbolic reasoning is a well understood and effective approach to handling reasoning over formally represented knowledge; however, simple symbolic inference systems necessarily sl...
Matthew E. Taylor, Cynthia Matuszek, Pace Reagan S...
IJKM
2007
375views more  IJKM 2007»
15 years 3 months ago
The Quality of Knowledge: Knowledge Patterns and Knowledge Refactorings
: Knowledge management is a relatively young discipline. Nevertheless, it has accumulated a valuable body-of-knowledge in the structuring of knowledge and in the design of socio-te...
Jörg Rech, Björn Decker, Eric Ras, Andre...