Automatic Extraction of Commonsense LocatedNear Knowledge
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.
- Publication:
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arXiv e-prints
- Pub Date:
- November 2017
- DOI:
- 10.48550/arXiv.1711.04204
- arXiv:
- arXiv:1711.04204
- Bibcode:
- 2017arXiv171104204X
- Keywords:
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- Computer Science - Computation and Language;
- Computer Science - Artificial Intelligence
- E-Print:
- Accepted by ACL 2018. A preliminary version is presented on AKBC@NIPS'17