100 search results - page 4 / 20 » Convolution Kernels for Natural Language |
AAAI
2010
13 years 7 months ago
2010
Kernelized sorting is an approach for matching objects from two sources (or domains) that does not require any prior notion of similarity between objects across the two sources. U...
ICML
2008
IEEE
2008
IEEE
A unified architecture for natural language processing: deep neural networks with multitask learning
14 years 6 months ago
We describe a single convolutional neural network architecture that, given a sentence, outputs a host of language processing predictions: part-of-speech tags, chunks, named entity...
EACL
2009
ACL Anthology
14 years 6 months ago
2009
ACL Anthology
DSL
2009
13 years 3 months ago
2009
Abstract. We present the Operator Language (OL), a framework to automatically generate fast numerical kernels. OL provides the structure to extend the program generation system Spi...
EMNLP
2008
13 years 7 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...