Automatic Extraction of Commonsense LocatedNear Knowledge

November 11, 2017 ยท Declared Dead ยท ๐Ÿ› AKBC@NIPS

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Authors Frank F. Xu, Bill Yuchen Lin, Kenny Q. Zhu arXiv ID 1711.04204 Category cs.CL: Computation & Language Cross-listed cs.AI Citations 1 Venue AKBC@NIPS Last Checked 4 months ago
Abstract
LocatedNear relation is a kind of commonsense knowledge describing two physical objects that are typically found near each other in real life. In this paper, we study how to automatically extract such relationship through a sentence-level relation classifier and aggregating the scores of entity pairs from a large corpus. Also, we release two benchmark datasets for evaluation and future research.
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