Learning Semantic Classes for Word Sense Disambiguation

@inproceedings{Kohomban2005LearningSC,
  title={Learning Semantic Classes for Word Sense Disambiguation},
  author={Upali Sathyajith Kohomban and Wee Sun Lee},
  booktitle={ACL},
  year={2005}
}
Word Sense Disambiguation suffers from a long-standing problem of knowledge acquisition bottleneck. Although state of the art supervised systems report good accuracies for selected words, they have not been shown to be promising in terms of scalability. In this paper, we present an approach for learning coarser and more general set of concepts from a sense tagged corpus, in order to alleviate the knowledge acquisition bottleneck. We show that these general concepts can be transformed to fine… CONTINUE READING
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