Can Large Language Models Provide Useful Feedback on Research Papers? A Large-Scale Empirical Analysis

Author:

Liang Weixin1ORCID,Zhang Yuhui1ORCID,Cao Hancheng1ORCID,Wang Binglu2ORCID,Ding Daisy Yi3ORCID,Yang Xinyu4ORCID,Vodrahalli Kailas5ORCID,He Siyu3ORCID,Smith Daniel Scott6ORCID,Yin Yian4ORCID,McFarland Daniel A.6ORCID,Zou James135ORCID

Affiliation:

1. Department of Computer Science, Stanford University, Stanford, CA

2. Kellogg School of Management, Northwestern University, Evanston, IL

3. Department of Biomedical Data Science, Stanford University, Stanford, CA

4. Department of Information Science, Cornell University, Ithaca, NY

5. Department of Electrical Engineering, Stanford University, Stanford, CA

6. Graduate School of Education, Stanford University, Stanford, CA

Publisher

Massachusetts Medical Society

Reference48 articles.

1. Kuhn TS. The structure of scientific revolutions. Chicago: University of Chicago Press, 1962:90.

2. The changing forms and expectations of peer review

3. Price DJDS. Little science, big science. New York: Columbia University Press, 1963.

4. The Burden of Knowledge and the “Death of the Renaissance Man”: Is Innovation Getting Harder?

5. A billion-dollar donation: estimating the cost of researchers’ time spent on peer review

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