LoRA ensembles and Bayesian LoRA improve accuracy and calibration of LLM-based protein-protein interaction prediction on disease-specific datasets, though gains are small and baselines are limited.
The BioGRID interaction database: 2019 update,
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Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis
LoRA ensembles and Bayesian LoRA improve accuracy and calibration of LLM-based protein-protein interaction prediction on disease-specific datasets, though gains are small and baselines are limited.