47 search results - page 2 / 10 » Tree Sequence Kernel for Natural Language |
EMNLP
2009
13 years 3 months ago
2009
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...
NIPS
2001
13 years 6 months ago
2001
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...
EMNLP
2011
12 years 5 months ago
2011
EMNLP
2008
13 years 6 months ago
2008
This paper introduces a new kernel which computes similarity between two natural language sentences as the number of paths shared by their dependency trees. The paper gives a very...
ECML
2006
Springer
13 years 9 months ago
2006
Springer
In this paper, we provide a study on the use of tree kernels to encode syntactic parsing information in natural language learning. In particular, we propose a new convolution kerne...