Convolution Kernels

method ID: convolutionkernels

Related Papers

Convolution Kernels with Feature Selection for Natural Language Processing Tasks

Authors: nan

Publication: TIPSTER (2004)

DOI: nan

Convolution kernels, such as sequence and tree ker- nels, are advantageous for both the concept and ac- curacy of many natural language processing (NLP) tasks. Experiments have, however, shown that …...

36879

Kernel-based Approach for Automatic Evaluation of Natural Language Generation Technologies: Application to Automatic Summarization

Authors: nan

Publication: TIPSTER (2005)

DOI: nan

In order to promote the study of auto- matic summarization and translation, we need an accurate automatic evaluation method that is close to human evalua- tion. In this paper, we …...

12814

Convolution Kernels for Opinion Holder Extraction

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

Opinion holder extraction is one of the impor- tant subtasks in sentiment analysis. The ef- fective detection of an opinion holder depends on the consideration of various cues on vari- …...

23731

A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

With the renaissance of neural network in re- cent years, relation classification has again become a research hotspot in natural lan- guage processing, and leveraging parse trees is a common …...

33720