multi-view algorithms

NAACL
2003

106views Computational Linguistics» more NAACL 2003»

Weakly Supervised Natural Language Learning Without Redundant Views

14 years 4 months ago

We investigate single-view algorithms as an alternative to multi-view algorithms for weakly supervised learning for natural language processing tasks without a natural feature spl...

Vincent Ng, Claire Cardie

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ICML
2002
IEEE

156views Machine Learning» more ICML 2002»

Active + Semi-supervised Learning = Robust Multi-View Learning

15 years 3 months ago

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In a multi-view problem, the features of the domain can be partitioned into disjoint subsets (views) that are sufficient to learn the target concept. Semi-supervised, multi-view a...

Ion Muslea, Steven Minton, Craig A. Knoblock

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