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

arXiv:2609.10122 · cs.CL · Submitted 2026-09-09 · Read on arXiv

cs.CL

Submitted: 2026-09-09

Updated: 2026-09-09

Comments: Accepted by the 23rd Pacific Rim International Conference on Artificial Intelligence. (PRICAI 2026)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Calibration — 1× in this paper · explained in 7 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes

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