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» Neural conditional random fields
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28
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CMOT
2008
52views more  CMOT 2008»
15 years 2 months ago
Conditional random fields for entity extraction and ontological text coding
Jana Diesner, Kathleen M. Carley
162
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JMLR
2008
230views more  JMLR 2008»
15 years 2 months ago
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
Michael Collins, Amir Globerson, Terry Koo, Xavier...
112
Voted
BMCBI
2005
93views more  BMCBI 2005»
15 years 2 months ago
Identifying gene and protein mentions in text using conditional random fields
Ryan T. McDonald, Fernando Pereira
82
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PAMI
2007
162views more  PAMI 2007»
15 years 2 months ago
Hidden Conditional Random Fields
Ariadna Quattoni, Sy Bor Wang, Louis-Philippe More...