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» Indexing Text Documents Based on Topic Identification
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SIGIR
2003
ACM
15 years 5 months ago
Analysis of anchor text for web search
It has been observed that anchor text in web documents is very useful in improving the quality of web text search for some classes of queries. By examining properties of anchor te...
Nadav Eiron, Kevin S. McCurley
WWW
2011
ACM
14 years 6 months ago
Analysis and tracking of emotions in english and bengali texts: a computational approach
The present discussion highlights the aspects of an ongoing doctoral thesis grounded on the analysis and tracking of emotions from English and Bengali texts. Development of lexica...
Dipankar Das
COLING
1994
15 years 1 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
AIRS
2009
Springer
15 years 6 months ago
A Latent Dirichlet Framework for Relevance Modeling
Relevance-based language models operate by estimating the probabilities of observing words in documents relevant (or pseudo relevant) to a topic. However, these models assume that ...
Viet Ha-Thuc, Padmini Srinivasan
NAACL
2010
14 years 9 months ago
Quantifying the Limits and Success of Extractive Summarization Systems Across Domains
This paper analyzes the topic identification stage of single-document automatic text summarization across four different domains, consisting of newswire, literary, scientific and ...
Hakan Ceylan, Rada Mihalcea, Umut O'zertem, Elena ...