PatentsView-Evaluation: Evaluation Datasets and Tools to Advance Research on Inventor Name Disambiguation
TL
TL;DR
PatentsView-Evaluation is presented, a Python package that enables researchers to evaluate the performance of inventor name disambiguation systems such as PatentsView.org and aims to advance research on inventor namedisambIGuation by providing access to high-quality evaluation data and improving evaluation standards.
Abstract
We present PatentsView-Evaluation, a Python package that enables researchers to evaluate the performance of inventor name disambiguation systems such as PatentsView.org. The package includes benchmark datasets and evaluation tools, and aims to advance research on inventor name disambiguation by providing access to high-quality evaluation data and improving evaluation standards.
References22 items
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Estimating the Performance of Entity Resolution Algorithms: Lessons Learned Through PatentsView.org
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Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction
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PatentsView: An Open Data Platform to Advance Science and Technology Policy
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S2AND: A Benchmark and Evaluation System for Author Name Disambiguation
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