ProbPlug: A Plugin Uncertainty Network for Reliable Confidence in LLM Binary Classification

Jianzong Wang, Chuhang Liu, Botao Zhao +6

Large language models (LLMs) have achieved strong performance across a broad range of classification settings, yet the reliability of their predictions remains a major obstacle to…