ScienceMeter evaluates language model knowledge updates across three axes, preservation of old scientific claims, acquisition of new claims, and projection to future findings, and finds all current methods fall short.
The transformative impact of large language models on medical writing and publishing: current applications, challenges and future directions
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ScienceMeter: Tracking Scientific Knowledge Updates in Language Models
ScienceMeter evaluates language model knowledge updates across three axes, preservation of old scientific claims, acquisition of new claims, and projection to future findings, and finds all current methods fall short.