2 citations · 3 across the 3 of their papers we have counts for
3 papers
How to Evaluate Entity Resolution Systems: An Entity-Centric Framework with Application to Inventor Name Disambiguation
Olivier Binette, Youngsoo Baek, Siddharth Engineer +3
Entity resolution (record linkage, microclustering) systems are notoriously difficult to evaluate. Looking for a needle in a haystack, traditional evaluation methods use sophistica…
PatentsView-Evaluation: Evaluation Datasets and Tools to Advance Research on Inventor Name Disambiguation
Olivier Binette, Sarvo Madhavan, Jack Butler +3
We present PatentsView-Evaluation, a Python package that enables researchers to evaluate the performance of inventor name disambiguation systems such as PatentsView.org. The packag…
Estimating the Performance of Entity Resolution Algorithms: Lessons Learned Through PatentsView.org
Olivier Binette, Sokhna A York, Emma Hickerson +3
This paper introduces a novel evaluation methodology for entity resolution algorithms. It is motivated by PatentsView.org, a U.S. Patents and Trademarks Office patent data explorat…