Hallucination Detection in LLMs with Topological Divergence on Attention Graphs

Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay +10

Hallucination, i.e., generating factually incorrect content, remains a critical challenge for large language models (LLMs). We introduce TOHA, a TOpology-based HAllucination detect…