Unsupervised Labeling of Noun Clusters

  title={Unsupervised Labeling of Noun Clusters},
  author={Theresa Jickels and Grzegorz Kondrak},
  booktitle={Canadian Conference on AI},
Semantic knowledge is important in many areas of natural language processing. We propose a new unsupervised learning algorithm to annotate groups of nouns with hypernym labels. Several variations of the algorithm are presented, including a method that utilizes semantic information from WordNet. The algorithm’s results are compared against an independently… CONTINUE READING