598 search results - page 34 / 120 » Extraction of Definitions Using Grammar-Enhanced Machine Lea... |
ICML
2000
IEEE
16 years 2 months ago
2000
IEEE
Most machine learning algorithms are lazy: they extract from the training set the minimum information needed to predict its labels. Unfortunately, this often leads to models that ...
135
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MLDM
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. The ability to discover the topic of a large set of text documents using relevant keyphrases is usually regarded as a very tedious task if done by hand. Automatic keyphra...
115
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FSKD
2006
Springer
15 years 5 months ago
2006
Springer
We regard answer extraction of Question Answering (QA) system as a classification problem, classifying answer candidate sentences into positive or negative. To confirm the feasibil...
120
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EMNLP
2007
15 years 3 months ago
2007
We present two machine learning approaches to information extraction from semi-structured documents that can be used if no annotated training data are available, but there does ex...
136
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ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
The Web contains an abundance of useful semistructured information about real world objects, and our empirical study shows that strong sequence characteristics exist for Web infor...