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ICML
2008
IEEE
16 years 8 months ago
Structure compilation: trading structure for features
Structured models often achieve excellent performance but can be slow at test time. We investigate structure compilation, where we replace structure with features, which are often...
Dan Klein, Hal Daumé III, Percy Liang
SKG
2006
IEEE
16 years 1 months ago
Embedding the Semantic Knowledge in Convolution Kernels
Convolution kernels, such as tree kernel and subsequence kernel are useful for natural language processing tasks. However, most of them ignore the semantic knowledge. In order to ...
Kebin Liu, Fang Li, Ying Han, Lei Liu
214
Voted
ACL
2006
15 years 9 months ago
An Intermediate Representation for the Interpretation of Temporal Expressions
The interpretation of temporal expressions in text is an important constituent task for many practical natural language processing tasks, including question-answering, information...
Pawel P. Mazur, Robert Dale
ASSETS
2008
ACM
15 years 9 months ago
Adapting word prediction to subject matter without topic-labeled data
Word prediction helps to increase communication rate when using Augmentative and Alternative Communication devices. Basic prediction systems offer topically inappropriate predicti...
Keith Trnka
ICIP
2003
IEEE
16 years 9 months ago
Natural color image segmentation
Xu Jie, Shi Peng-fei