Detecting (Un)answerability in Large Language Models with Linear Directions

Maor Juliet Lavi, Tova Milo, Mor Geva

Large language models (LLMs) often respond confidently to questions even when they lack the necessary information, leading to hallucinated answers. In this work, we study the probl…