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» Modeling with a Sense of Purpose
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NAACL
1994
14 years 11 months ago
A New Approach to Word Sense Disambiguation
This paper presents and evaluates models created according to a schema that provides a description of the joint distribution of the values of sense tags and contextual features th...
Rebecca F. Bruce, Janyce Wiebe
TACAS
1997
Springer
132views Algorithms» more  TACAS 1997»
15 years 1 months ago
Test Generation for Intelligent Networks Using Model Checking
We study the use of model checking techniques for the generation of test sequences. Given a formal model of the system to be tested, one can formulate test purposes. A model checke...
André Engels, Loe M. G. Feijs, Sjouke Mauw
ACL
2004
14 years 11 months ago
A Kernel PCA Method for Superior Word Sense Disambiguation
We introduce a new method for disambiguating word senses that exploits a nonlinear Kernel Principal Component Analysis (KPCA) technique to achieve accuracy superior to the best pu...
Dekai Wu, Weifeng Su, Marine Carpuat
46
Voted
HICSS
2002
IEEE
84views Biometrics» more  HICSS 2002»
15 years 2 months ago
A Review and Evaluation of Platforms and Tools for Building E-catalogs
The purpose of this paper is to give a comprehensive understanding of the role and importance of e-catalogs in today’s e-commerce strategies. The main contribution of our work i...
Nektarios P. Georgantis, Dimitrios A. Koutsomitrop...
PAMI
2012
13 years 4 days ago
Task-Driven Dictionary Learning
—Modeling data with linear combinations of a few elements from a learned dictionary has been the focus of much recent research in machine learning, neuroscience, and signal proce...
Julien Mairal, Francis Bach, Jean Ponce