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» Spatio-temporal convolution kernels
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CG
2002
Springer
13 years 9 months ago
Analytical methods for polynomial weighted convolution surfaces with various kernels
Convolution surface has the advantage of being crease-free and bulge-free over other kinds of implicit surfaces. Among the various types of skeletal elements, line segments can be...
Xiaogang Jin, Chiew-Lan Tai
NIPS
2001
13 years 11 months ago
Convolution Kernels for Natural Language
We describe the application of kernel methods to Natural Language Processing (NLP) problems. In many NLP tasks the objects being modeled are strings, trees, graphs or other discre...
Michael Collins, Nigel Duffy
EMNLP
2009
13 years 7 months ago
Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction
This paper explores the use of innovative kernels based on syntactic and semantic structures for a target relation extraction task. Syntax is derived from constituent and dependen...
Truc-Vien T. Nguyen, Alessandro Moschitti, Giusepp...
TALIP
2008
76views more  TALIP 2008»
13 years 9 months ago
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling
Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ti...