Evaluating Automated and Manual Acquisition of Anaphora Resolution Strategies

@inproceedings{Aone1995EvaluatingAA,
  title={Evaluating Automated and Manual Acquisition of Anaphora Resolution Strategies},
  author={Chinatsu Aone and Scott Bennett},
  booktitle={ACL},
  year={1995}
}
We describe one approach to build an automatically trainable anaphora resolution system. In this approach, we use Japanese newspaper articles tagged with discourse information as training examples for a machine learning algorithm which employs the C4.5 decision tree algorithm by Quinlan (Quinlan, 1993). Then, we evaluate and compare the results of several variants of the machine learning-based approach with those of our existing anaphora resolution system which uses manually-designed knowledge… CONTINUE READING
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