2 papers
stat.ML2026
Domain-Shift-Aware Conformal Prediction for Large Language Models
Zhexiao Lin, Yuanyuan Li, Neeraj Sarna +2
Large language models have achieved impressive performance across diverse tasks. However, their tendency to produce overconfident and factually incorrect outputs, known as hallucin…
cs.LG2025
Copyright Infringement Risk Reduction via Chain-of-Thought and Task Instruction Prompting
Neeraj Sarna, Yuanyuan Li, Michael von Gablenz
Large scale text-to-image generation models can memorize and reproduce their training dataset. Since the training dataset often contains copyrighted material, reproduction of train…