Papers with domain taxonomy induction task
Improving Hypernymy Extraction with Distributional Semantic Classes (L18-1)
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| Challenge: | Existing methods for extracting hypernyms focus on the acquisition of binary hypernies . |
| Approach: | They propose a distributionally-induced semantic class for extracting hypernyms . they also use distributional semantics to induce sense-aware semantic classes . |
| Outcome: | The proposed method improves the quality of the hypernymy extraction in terms of precision and recall. |