Illuminating Blind Spots of Language Models with Targeted Agent-in-the-Loop Synthetic Data

Philip Lippmann, Matthijs T. J. Spaan, Jie Yang

Language models (LMs) have achieved impressive accuracy across a variety of tasks but remain vulnerable to high-confidence misclassifications, also referred to as unknown unknowns…