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» Budget Semi-supervised Learning
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TASLP
2010
85views more  TASLP 2010»
15 years 28 days ago
Multi-View Semi-Supervised Learning for Dialog Act Segmentation of Speech
Ümit Güz, Sébastien Cuendet, Dile...
53
Voted
ACL
2010
15 years 18 days ago
Word Representations: A Simple and General Method for Semi-Supervised Learning
Joseph P. Turian, Lev-Arie Ratinov, Yoshua Bengio
133
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EMNLP
2010
15 years 17 days ago
Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models
We describe a new scalable algorithm for semi-supervised training of conditional random fields (CRF) and its application to partof-speech (POS) tagging. The algorithm uses a simil...
Amarnag Subramanya, Slav Petrov, Fernando Pereira
110
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CORR
2012
Springer
228views Education» more  CORR 2012»
13 years 10 months ago
Active Semi-Supervised Learning using Submodular Functions
Andrew Guillory, Jeff A. Bilmes
103
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NAACL
2007
15 years 4 months ago
A High Accuracy Method for Semi-Supervised Information Extraction
Customization to specific domains of discourse and/or user requirements is one of the greatest challenges for today’s Information Extraction (IE) systems. While demonstrably eff...
Stephen Tratz, Antonio Sanfilippo