2513 search results - page 250 / 503 » Improving Generalization by Data Categorization |
166
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SIGIR
2005
ACM
16 years 4 days ago
2005
ACM
This paper develops a general, formal framework for modeling term dependencies via Markov random fields. The model allows for arbitrary text features to be incorporated as eviden...
159
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SEMCO
2007
IEEE
16 years 26 days ago
2007
IEEE
Most research in the field of anaphora or coreference detection has been limited to noun phrase coreference, usually on a restricted set of entities, such as ACE entities. In par...
189
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SIGIR
2005
ACM
16 years 4 days ago
2005
ACM
In this paper we use a Unified Relationship Matrix (URM) to represent a set of heterogeneous data objects (e.g., web pages, queries) and their interrelationships (e.g., hyperlinks...
210
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ECCV
2008
Springer
16 years 8 months ago
2008
Springer
Recently, models based on conditional random fields (CRF) have produced promising results on labeling sequential data in several scientific fields. However, in the vision task of c...
170
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WWW
2010
ACM
16 years 1 months ago
2010
ACM
In this paper, we propose a semi-supervised learning approach for classifying program (bot) generated web search traffic from that of genuine human users. The work is motivated by...