OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining

Author:

Zhang Fanjin1ORCID,Shi Shijie2ORCID,Zhu Yifan3ORCID,Chen Bo1ORCID,Cen Yukuo2ORCID,Yu Jifan1ORCID,Chen Yelin2ORCID,Wang Lulu2ORCID,Zhao Qingfei2ORCID,Cheng Yuqing2ORCID,Han Tianyi2ORCID,An Yuwei1ORCID,Zhang Dan1ORCID,Tam Weng Lam2ORCID,Cao Kun2ORCID,Pang Yunhe2ORCID,Guan Xinyu4ORCID,Yuan Huihui2ORCID,Song Jian2ORCID,Li Xiaoyan2ORCID,Dong Yuxiao1ORCID,Tang Jie1ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. Zhipu AI, Beijing, China

3. Beijing University of Posts and Telecommunications, Beijing, China

4. Biendata, Beijing, China

Funder

New Cornerstone Science Foundation through the XPLORER PRIZE.

Natural Science Foundation of China (NSFC)

Technology and Innovation Major Project of the Ministry of Science and Technology of China

Publisher

ACM

Reference58 articles.

1. Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al. 2023. Gpt-4 technical report. arXiv preprint arXiv:2303.08774 (2023).

2. Anthropic. 2023. Introducing Claude. https://www.anthropic.com/news/introducing-claude.

3. SciBERT: A Pretrained Language Model for Scientific Text

4. Leo Breiman. 2001. Random forests. Machine learning, Vol. 45, 1 (2001), 5--32.

5. Laurent Charlin and Richard Zemel. 2013. The Toronto paper matching system: an automated paper-reviewer assignment system. (2013).

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