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EMNLP
2010
14 years 7 months ago
Learning First-Order Horn Clauses from Web Text
Even the entire Web corpus does not explicitly answer all questions, yet inference can uncover many implicit answers. But where do inference rules come from? This paper investigat...
Stefan Schoenmackers, Jesse Davis, Oren Etzioni, D...
GECCO
2003
Springer
156views Optimization» more  GECCO 2003»
15 years 2 months ago
Facts and Fallacies in Using Genetic Algorithms for Learning Clauses in First-Order Logic
Over the last few years, a few approaches have been proposed aiming to combine genetic and evolutionary computation (GECCO) with inductive logic programming (ILP). The underlying r...
Flaviu Adrian Marginean
68
Voted
SAT
2009
Springer
113views Hardware» more  SAT 2009»
15 years 4 months ago
Clause-Learning Algorithms with Many Restarts and Bounded-Width Resolution
Abstract. We offer a new understanding of some aspects of practical SAT-solvers that are based on DPLL with unit-clause propagation, clause-learning, and restarts. On the theoreti...
Albert Atserias, Johannes Klaus Fichte, Marc Thurl...
SAT
2004
Springer
158views Hardware» more  SAT 2004»
15 years 3 months ago
Combining Component Caching and Clause Learning for Effective Model Counting
Tian Sang, Fahiem Bacchus, Paul Beame, Henry A. Ka...