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EMNLP
2010
15 years 5 months 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
ICIP
2010
IEEE
15 years 5 months ago
Invisible light: Using infrared for video conference relighting
Desktop video conferencing often suffers from bad lighting, which may be caused by harsh shadowing, saturated regions, etc. The primary reason for this is the lack of control over...
Prabath Gunawardane, Thomas Malzbender, Ramin Sama...
KI
2010
Springer
15 years 5 months ago
Situation-Specific Intention Recognition for Human-Robot Cooperation
Recognizing human intentions is part of the decision process in many technical devices. In order to achieve natural interaction, the required estimation quality and the used comput...
Peter Krauthausen, Uwe D. Hanebeck
NAACL
2010
15 years 5 months ago
Distributed Training Strategies for the Structured Perceptron
Perceptron training is widely applied in the natural language processing community for learning complex structured models. Like all structured prediction learning frameworks, the ...
Ryan T. McDonald, Keith Hall, Gideon Mann
SIGSOFT
2010
ACM
15 years 5 months ago
Phantm: PHP analyzer for type mismatch
We present Phantm, a static analyzer that uses a flowsensitive analysis to detect type errors in PHP applications. Phantm can infer types for nested arrays, and can leverage runti...
Etienne Kneuss, Philippe Suter, Viktor Kuncak