Web-Scale Academic Name Disambiguation: The WhoIsWho Benchmark, Leaderboard, and Toolkit

Author:

Chen Bo1ORCID,Zhang Jing2ORCID,Zhang Fanjin1ORCID,Han Tianyi3ORCID,Cheng Yuqing3ORCID,Li Xiaoyan3ORCID,Dong Yuxiao1ORCID,Tang Jie1ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. Renmin University of China, Beijing, China

3. Zhipu.AI, Beijing, China

Publisher

ACM

Reference48 articles.

1. Martín Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , 2016 . Tensorflow: a system for large-scale machine learning .. In Osdi , Vol. 16 . Savannah, GA, USA, 265--283. Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. Tensorflow: a system for large-scale machine learning.. In Osdi, Vol. 16. Savannah, GA, USA, 265--283.

2. The Impact of Name-Matching and Blocking on Author Disambiguation

3. Bo Chen , Jing Zhang , Jie Tang , Lingfan Cai , Zhaoyu Wang , Shu Zhao , Hong Chen , and Cuiping Li . 2020 . CONNA: Addressing Name Disambiguation on The Fly . IEEE Transactions on Knowledge and Data Engineering ( 2020). Bo Chen, Jing Zhang, Jie Tang, Lingfan Cai, Zhaoyu Wang, Shu Zhao, Hong Chen, and Cuiping Li. 2020. CONNA: Addressing Name Disambiguation on The Fly. IEEE Transactions on Knowledge and Data Engineering (2020).

4. Bo Chen , Jing Zhang , Xiaokang Zhang , Yuxiao Dong , Jian Song , Peng Zhang , Kaibo Xu , Evgeny Kharlamov , and Jie Tang . 2022 . GCCAD: Graph Contrastive Learning for Anomaly Detection. TKDE'22 (2022). Bo Chen, Jing Zhang, Xiaokang Zhang, Yuxiao Dong, Jian Song, Peng Zhang, Kaibo Xu, Evgeny Kharlamov, and Jie Tang. 2022. GCCAD: Graph Contrastive Learning for Anomaly Detection. TKDE'22 (2022).

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5. $$\textbf{E}^{3}$$-MG: End-to-End Expert Linking via Multi-Granularity Representation Learning;Communications in Computer and Information Science;2023-11-30

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