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ACE
2003
80views Education» more  ACE 2003»
15 years 5 months ago
Natural Language Processing in the Undergraduate Curriculum
The paper has two purposes: rst, we argue that natural language processing, and particularly those aspects of that eld often referred to as language technology, should play an imp...
Robert Dale, Diego Mollá Aliod, Rolf Schwit...
IPCO
2004
144views Optimization» more  IPCO 2004»
15 years 5 months ago
Hedging Uncertainty: Approximation Algorithms for Stochastic Optimization Problems
Abstract. We study two-stage, finite-scenario stochastic versions of several combinatorial optimization problems, and provide nearly tight approximation algorithms for them. Our pr...
R. Ravi, Amitabh Sinha
ESANN
2003
15 years 5 months ago
A new rule extraction algorithm based on interval arithmetic
In this paper we propose a new algorithm for rule extraction from a trained Multilayer Feedforward network. The algorithm is based on an interval arithmetic network inversion for p...
Carlos Hernández-Espinosa, Mercedes Fern&aa...
NCI
2004
185views Neural Networks» more  NCI 2004»
15 years 5 months ago
Hierarchical reinforcement learning with subpolicies specializing for learned subgoals
This paper describes a method for hierarchical reinforcement learning in which high-level policies automatically discover subgoals, and low-level policies learn to specialize for ...
Bram Bakker, Jürgen Schmidhuber
IJCAI
2003
15 years 5 months ago
A Revised Algorithm for Latent Semantic Analysis
The intelligent tutoring system AutoTutor uses latent semantic analysis to evaluate student answers to the tutor's questions. By comparing a student's answer to a set of...
Xiangen Hu, Zhiqiang Cai, Max M. Louwerse, Andrew ...