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» Using Text Classifiers for Numerical Classification
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KDD
2008
ACM
167views Data Mining» more  KDD 2008»
15 years 9 months ago
A sequential dual method for large scale multi-class linear svms
Efficient training of direct multi-class formulations of linear Support Vector Machines is very useful in applications such as text classification with a huge number examples as w...
S. Sathiya Keerthi, S. Sundararajan, Kai-Wei Chang...
LREC
2010
152views Education» more  LREC 2010»
14 years 11 months ago
NPCEditor: A Tool for Building Question-Answering Characters
NPCEditor is a system for building and deploying virtual characters capable of engaging a user in spoken dialog on a limited domain. The dialogue may take any form as long as the ...
Anton Leuski, David R. Traum
LREC
2010
225views Education» more  LREC 2010»
14 years 11 months ago
An Automatic System for Summarization and Information Extraction of Legal Information
Abstract. This paper presents an information system for legal professionals that integrates natural language processing technologies such as text classification and summarization. ...
Emmanuel Chieze, Atefeh Farzindar, Guy Lapalme
EMNLP
2004
14 years 10 months ago
Instance-Based Question Answering: A Data-Driven Approach
Anticipating the availability of large questionanswer datasets, we propose a principled, datadriven Instance-Based approach to Question Answering. Most question answering systems ...
Lucian Vlad Lita, Jaime G. Carbonell
ICMLA
2009
14 years 7 months ago
Transformation Learning Via Kernel Alignment
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
Andrew Howard, Tony Jebara