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INRIASAC: Simple Hypernym Extraction Methods
February 04, 2015 ยท Declared Dead ยท ๐ International Workshop on Semantic Evaluation
"No code URL or promise found in abstract"
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Authors
Gregory Grefenstette
arXiv ID
1502.01271
Category
cs.CL: Computation & Language
Citations
25
Venue
International Workshop on Semantic Evaluation
Last Checked
4 months ago
Abstract
Given a set of terms from a given domain, how can we structure them into a taxonomy without manual intervention? This is the task 17 of SemEval 2015. Here we present our simple taxonomy structuring techniques which, despite their simplicity, ranked first in this 2015 benchmark. We use large quantities of text (English Wikipedia) and simple heuristics such as term overlap and document and sentence co-occurrence to produce hypernym lists. We describe these techniques and pre-sent an initial evaluation of results.
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