Evaluation Techniques For Automatic Semantic Extraction: Comparing Syntactic And Window Based Approaches

@inproceedings{Grefenstette1993EvaluationTF,
  title={Evaluation Techniques For Automatic Semantic Extraction: Comparing Syntactic And Window Based Approaches},
  author={Gregory Grefenstette},
  year={1993}
}
As large on-line corpora become more prevalent, a number of attempts have been made to automatically extract thesaurus-like relations directly from text using knowledge poor methods. In the absence of any specific application, comparing the results of these attempts is difficult. Here we propose an evaluation method using gold standards, i.e., pre-existing hand-compiled resources, as a means of comparing extraction techniques. Using this evaluation method, we compare two semantic extraction… CONTINUE READING
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