Detecting Hallucination in LLMs: Tracing the Topological Signatures of Impaired Context Sharing

Amir Jalilifard, Anderson Rocha, Eric Wong +1

In this work, we examine the topology of information flow patterns within attention graphs to effectively distinguish hallucinated from non-hallucinated responses. We analyze the F…