3716 search results - page 354 / 744 » On the monotonization of the training set |
189
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IDA
2010
Springer
15 years 8 months ago
2010
Springer
This paper introduces a novel method for obtaining increased predictive performance from transparent models in situations where production input vectors are available when building...
188
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ACL
2008
15 years 8 months ago
2008
In this paper, we describe a system by which the multilingual characteristics of Wikipedia can be utilized to annotate a large corpus of text with Named Entity Recognition (NER) t...
191
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AAAI
2010
15 years 8 months ago
2010
In this paper, we study cost-sensitive semi-supervised learning where many of the training examples are unlabeled and different misclassification errors are associated with unequa...
177
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IIR
2010
15 years 8 months ago
2010
Given a classifier trained on relatively few training examples, active learning (AL) consists in ranking a set of unlabeled examples in terms of how informative they would be, if ...
188
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LREC
2010
15 years 8 months ago
2010
Named Entity Recognition (NER) plays a relevant role in several Natural Language Processing tasks. Question-Answering (QA) is an example of such, since answers are frequently name...