Detecting Hallucination in LLMs: Tracing the Topological Signatures of Impaired Context Sharing
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 Forman-Ricci curvature to identify structural patterns indicating information bottlenecks in…
AI Summary & Key Takeaways
- 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 Forman-Ricci curvature to identify structural patterns indicating information bottlenecks in…
Detecting Hallucination in LLMs: Tracing the Topological Signatures of Impaired Context Sharing
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