523 search results - page 51 / 105 » Metric Learning for Text Documents |
117
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PROPOR
2010
Springer
15 years 6 months ago
2010
Springer
We address the problem of simplifying Portuguese texts at the sentence level treating it as a "translation task". We use the Statistical Machine Translation (SMT) framewo...
CIKM
2009
Springer
15 years 3 months ago
2009
Springer
We describe an efficient technique to weigh word-based features in binary classification tasks and show that it significantly improves classification accuracy on a range of proble...
101
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ECAI
2010
Springer
15 years 9 days ago
2010
Springer
Abstract. Machine learning techniques are increasingly being applied to problems in the domain of information retrieval and text mining. In this paper we present an application of ...
KDD
2003
ACM
15 years 11 months ago
2003
ACM
Classification is a well-established operation in text mining. Given a set of labels A and a set DA of training documents tagged with these labels, a classifier learns to assign l...
113
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NIPS
2008
15 years 19 days ago
2008
Probabilistic topic models have become popular as methods for dimensionality reduction in collections of text documents or images. These models are usually treated as generative m...