ML Anthology

Syllables and Other String Kernel Extensions

Craig Saunders, Hauke Tschach, John Shawe-Taylor
ICML 2002 pp. 530-537
/icml/2002/saunders2002icml-syllables/

Abstract

Recently, the use of string kernels that compare documents as a string of letters has been shown to achieve good results on text classification problems. In this paper we introduce the application of the string kernel in conjunction with syllables. Using syllables shortens the representation of documents and as a result reduces computation time.

Semantic Scholar

Cite

Text

Saunders et al. "Syllables and Other String Kernel Extensions." International Conference on Machine Learning, 2002.

Markdown

[Saunders et al. "Syllables and Other String Kernel Extensions." International Conference on Machine Learning, 2002.](https://mlanthology.org/icml/2002/saunders2002icml-syllables/)

BibTeX

@inproceedings{saunders2002icml-syllables,
  title     = {{Syllables and Other String Kernel Extensions}},
  author    = {Saunders, Craig and Tschach, Hauke and Shawe-Taylor, John},
  booktitle = {International Conference on Machine Learning},
  year      = {2002},
  pages     = {530-537},
  url       = {https://mlanthology.org/icml/2002/saunders2002icml-syllables/}
}