2026
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
AAAI 2026technical
Large Language Models (LLMs) often produce fluent but factually incorrect responses, a phenomenon known as hallucination. Abstention, where the model chooses not to answer and instead outputs phrases such as "I don