Evidence Scaling for Zero-Shot Protein Reasoning with Large Language Models
Zitong Hao, Chaoyang Wang, Dongyuan Li, Yiquan Wang
This paper shows that adding biological evidence to large language models improves zero-shot protein variant prediction without retraining the model.
bioRxiv · Oct 1, 2026 · PreprintBioinformatics