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ADCS
2004
15 years 2 months ago
Phrases and Feature Selection in E-Mail Classification
In this paper we study the effectiveness of using a phrase-based representation in e-mail classification, and the affect this approach has on a number of machine learning algorithm...
Elisabeth Crawford, Irena Koprinska, Jon Patrick
COLING
1994
15 years 2 months ago
Document Classification By Machine: Theory and Practice
In this note, we present results concerning the theory and practice of determining for a given document which of several categories it best fits. We describe a mathematical model ...
Louise Guthrie, Elbert A. Walker
ACL
2010
14 years 11 months ago
Automatically Generating Annotator Rationales to Improve Sentiment Classification
One of the central challenges in sentimentbased text categorization is that not every portion of a document is equally informative for inferring the overall sentiment of the docum...
Ainur Yessenalina, Yejin Choi, Claire Cardie
LREC
2008
126views Education» more  LREC 2008»
15 years 2 months ago
Identifying Strategic Information from Scientific Articles through Sentence Classification
We address here the need to assist users in rapidly accessing the most important or strategic information in the text corpus by identifying sentences carrying specific information...
Fidelia Ibekwe-Sanjuan, Chaomei Chen, Roberto Pinh...
COSIT
2007
Springer
98views GIS» more  COSIT 2007»
15 years 5 months ago
From Top-Level to Domain Ontologies: Ecosystem Classifications as a Case Study
Abstract. We present a methodology of how to use a top-level ontology to create a domain ontology from existing scientific texts by (1) identifying informal definitions of domain-s...
Thomas Bittner