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» Answer set based design of knowledge systems
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TNN
2008
88views more  TNN 2008»
15 years 1 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 1 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 8 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 4 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 1 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...