SVM Based Learning System for Information Extraction

@inproceedings{Li2004SVMBL,
  title={SVM Based Learning System for Information Extraction},
  author={Yaoyong Li and Kalina Bontcheva and Hamish Cunningham},
  booktitle={Deterministic and Statistical Methods in Machine Learning},
  year={2004}
}
This paper presents an SVM-based learning system for information extraction (IE). One distinctive feature of our system is the use of a variant of the SVM, the SVM with uneven margins, which is particularly helpful for small training datasets. In addition, our approach needs fewer SVM classifiers to be trained than other recent SVM-based systems. The paper… CONTINUE READING

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