# PatentsView-Evaluation: Evaluation Datasets and Tools to Advance Research on Inventor Name Disambiguation

arXiv: https://arxiv.org/abs/2301.03591 · HTML: https://mlsanity.com/paper/2301.03591/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 4 of its 22 references that are in the map.
- First posted on arXiv 9 Jan 2023.

## Builds on (most cited first, 4 of 4)

- [(Almost) All of Entity Resolution](https://mlsanity.com/paper/2008.04443/) (2020)
- [S2AND: A Benchmark and Evaluation System for Author Name Disambiguation](https://mlsanity.com/paper/2103.07534/) (2021)
- [Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction](https://mlsanity.com/paper/2205.05889/) (2022)
- [Estimating the Performance of Entity Resolution Algorithms: Lessons Learned Through PatentsView.org](https://mlsanity.com/paper/2210.01230/) (2022)

## Built on by (most cited first, 1 of 1)

- [How to Evaluate Entity Resolution Systems: An Entity-Centric Framework with Application to Inventor Name Disambiguation](https://mlsanity.com/paper/2404.05622/) (2024)

## Abstract (arXiv)

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.