Pattern Learning and Active Feature Selection for Word Sense Disambiguation

  title={Pattern Learning and Active Feature Selection for Word Sense Disambiguation},
  author={Rada Mihalcea and Dan I. Moldovan},
We present here the main ideas of the algorithm employed in the SMUls and SMU aw systems. These systems have participated in the SENSEVAL-2 competition attaining the best performance for both English all words and English lexical sample tasks1. The algorithm has two main components (1) pattern learning from available sense tagged corpora (SemCor) and dictionary definitions (WordNet), and (2) instance based learning with active feature selection, when training data is available for a particular… CONTINUE READING
Highly Cited
This paper has 34 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 22 extracted citations


Publications referenced by this paper.
Showing 1-2 of 2 references

GenCor: a large semantically tagged

  • R. Mihalcea
  • 2001
1 Excerpt

Similar Papers

Loading similar papers…