Bootstrapping Relation Extractors using Syntactic Search by Examples

Matan Eyal
Matan Eyal
Asaf Amrami
Asaf Amrami
Hillel Taub-Tabib
Hillel Taub-Tabib

EACL, pp. 1491-1503, 2021.

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Abstract:

The advent of neural-networks in NLP brought with it substantial improvements in supervised relation extraction. However, obtaining a sufficient quantity of training data remains a key challenge. In this work we propose a process for bootstrapping training datasets which can be performed quickly by non-NLP-experts. We take advantage of ...More

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