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
Recommended Citation
Ameet Soni, D. Viswanathan, N. Pachaiyappan, and S. Natarajan.
(2016).
"A Comparison Of Weak Supervision Methods For Knowledge Base Construction".
5th Workshop On Automated Knowledge Base Construction.
https://works.swarthmore.edu/fac-comp-sci/48