6 search results - page 1 / 2 » Active Learning with History-Based Query Selection for Text ... |
76
Voted
ECIR
2007
Springer
15 years 15 days ago
2007
Springer
Automated text categorisation systems learn a generalised hypothesis from large numbers of labelled examples. However, in many domains labelled data is scarce and expensive to obta...
106
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ICMLA
2007
15 years 14 days ago
2007
We apply a new active learning formulation to the problem of learning medical concepts from unstructured text. The new formulation is based on maximizing the mutual information th...
87
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CIKM
2010
Springer
14 years 9 months ago
2010
Springer
In this paper, we study a novel problem Collective Active Learning, in which we aim to select a batch set of "informative" instances from a networking data set to query ...
ECIR
2003
Springer
15 years 13 days ago
2003
Springer
In order to reduce human efforts, there has been increasing interest in applying active learning for training text classifiers. This paper describes a straightforward active learni...
82
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DGO
2008
15 years 15 days ago
2008
We address the e-rulemaking problem of reducing the manual labor required to analyze public comment sets. In current and previous work, for example, text categorization techniques...