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147
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EACL
2006
ACL Anthology
15 years 9 months ago
A Figure of Merit for the Evaluation of Web-Corpus Randomness
In this paper, we present an automated, quantitative, knowledge-poor method to evaluate the randomness of a collection of documents (corpus), with respect to a number of biased pa...
Massimiliano Ciaramita, Marco Baroni
188
Voted
EACL
2006
ACL Anthology
15 years 9 months ago
Improving Probabilistic Latent Semantic Analysis with Principal Component Analysis
Probabilistic Latent Semantic Analysis (PLSA) models have been shown to provide a better model for capturing polysemy and synonymy than Latent Semantic Analysis (LSA). However, th...
Ayman Farahat, Francine Chen
192
Voted
EACL
2006
ACL Anthology
15 years 9 months ago
Classifying Biological Full-Text Articles for Multi-Database Curation
In this paper, we propose an approach for identifying curatable articles from a large document set. This system considers three parts of an article (title ract, MeSH terms, and ca...
Wen-Juan Hou, Chih Lee, Hsin-Hsi Chen
184
Voted
EACL
2006
ACL Anthology
15 years 9 months ago
Addressee Identification in Face-to-Face Meetings
We present results on addressee identification in four-participants face-to-face meetings using Bayesian Network and Naive Bayes classifiers. First, we investigate how well the ad...
Natasa Jovanovic, Rieks op den Akker, Anton Nijhol...
165
Voted
EACL
2006
ACL Anthology
15 years 9 months ago
Adaptive Transformation-Based Learning for Improving Dictionary Tagging
We present an adaptive technique that enables users to produce a high quality dictionary parsed into its lexicographic components (headwords, pronunciations, parts of speech, tran...
Burcu Karagol-Ayan, David S. Doermann, Amy Weinber...