Preprint
Aug 2026
More Computational Resources Do Not Ensure Higher Scholarly Impact: Evidence from Leading NLP Conference Papers
Overall, reported GPU resources are associated with scholarly impact but provide little standalone explanation of research influence, while reported capability increased mainly through newer hardware generations and medium-scale multi-GPU configurations.
Shuaipeng Chen, Tong Bao, Ji-Tong Peng et al.
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