1427 search results - page 72 / 286 » Learning with Annotation Noise |
139
Voted
COLT
1995
Springer
15 years 7 months ago
1995
Springer
In this paper, we study PAC-leaming algorithms for specialized classes of deterministic finite automata (DFA). Inpartictdar, we study branchingprogrsms, and we investigate the int...
170
Voted
WWW
2010
ACM
15 years 11 months ago
2010
ACM
Recent research provides evidence for the presence of emergent semantics in collaborative tagging systems. While several methods have been proposed, little is known about the fact...
143
Voted
ECCV
2010
Springer
15 years 9 months ago
2010
Springer
Learning a new object class from cluttered training images is very challenging when the location of object instances is unknown. Previous works generally require objects covering a...
145
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NAACL
2007
15 years 5 months ago
2007
We present a method for utilizing unannotated sentences to improve a semantic parser which maps natural language (NL) sentences into their formal meaning representations (MRs). Gi...
152
Voted
CVPR
2012
IEEE
13 years 6 months ago
2012
IEEE
We cast the problem of recognizing related categories as a unified learning and structured prediction problem with shared body plans. When provided with detailed annotations of o...