COLING 2020main12 citations
Exploring the zero-shot limit of FewRel
Abstract
This paper proposes a general purpose relation extractor that uses Wikidata descriptions to represent the relation’s surface form. The results are tested on the FewRel 1.0 dataset, which provides an excellent framework for training and evaluating the proposed zero-shot learning system in English. This relation extractor architecture exploits the implicit knowledge of a language model through a question-answering approach.
BibTeX
@inproceedings{cetoli-2020-exploring,
title = "Exploring the zero-shot limit of {F}ew{R}el",
author = "Cetoli, Alberto",
editor = "Scott, Donia and
Bel, Nuria and
Zong, Chengqing",
booktitle = "Proceedings of the 28th International Conference on Computational Linguistics",
month = dec,
year = "2020",
address = "Barcelona, Spain (Online)",
publisher = "International Committee on Computational Linguistics",
url = "https://aclanthology.org/2020.coling-main.124/",
doi = "10.18653/v1/2020.coling-main.124",
pages = "1447--1451"
}