Submitted by niclas_wue t3_10cgm8d in MachineLearning
niclas_wue OP t1_j4yukoz wrote
Reply to comment by randomusername11010 in [P] I built arxiv-summary.com, a list of GPT-3 generated paper summaries by niclas_wue
Yes, it is possible to use citations as a measure of a paper's impact. However, when a paper is newly published, there are typically no citations yet, so this would result in a delayed signal. Retweets and GitHub stars provide a faster indication of a paper's impact. I believe that speed is important because, as a paper becomes older, there are already many reviews and articles written by humans that (at least for now) provide a better summary of the paper.
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