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» A Comparative Study on Chinese Text Categorization Methods
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COLING
2002
14 years 11 months ago
Generating Indicative-Informative Summaries with SumUM
tion. Our method was developed through the study of a corpus of abstracts written ssional abstractors. Relying on human judgment, we have evaluated indicativeness, informativeness,...
Horacio Saggion, Guy Lapalme
EACL
2006
ACL Anthology
15 years 1 months ago
Multi-Document Summarization of Evaluative Text
We present and compare two approaches to the task of summarizing evaluative arguments. The first is a sentence extractionbased approach while the second is a language generation-b...
Giuseppe Carenini, Raymond T. Ng, Adam Pauls
FINTAL
2006
15 years 3 months ago
Analysis of EU Languages Through Text Compression
In this article, we are studying the differences between the European languages using statistical and unsupervised methods. The analysis is conducted in different levels of languag...
Kimmo Kettunen, Markus Sadeniemi, Tiina Lindh-Knuu...
CEAS
2004
Springer
15 years 5 months ago
The Impact of Feature Selection on Signature-Driven Spam Detection
Signature-driven spam detection provides an alternative to machine learning approaches and can be very effective when near-duplicates of essentially the same message are sent in h...
Aleksander Kolcz, Abdur Chowdhury, Joshua Alspecto...
KES
2004
Springer
15 years 5 months ago
Semi-supervised Learning from Unbalanced Labeled Data - An Improvement
Abstract. We present a possibly great improvement while performing semisupervised learning tasks from training data sets when only a small fraction of the data pairs is labeled. In...
Te Ming Huang, Vojislav Kecman