Title

A Comparison Of Weak Supervision Methods For Knowledge Base Construction

Document Type

Paper

Publication Date

2016

Published In

5th Workshop On Automated Knowledge Base Construction

Abstract

We present a comparison of weak and distant supervision methods for producing proxy examples for supervised relation extraction. We find that knowledge-based weak supervision tends to outperform popular distance supervision techniques, providing a higher yield of positive examples and more accurate models.

Conference

5th Workshop On Automated Knowledge Base Construction

Conference Dates

June 17, 2016

Conference Location

San Diego, CA