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20222026
most citedBeyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities

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cs.LG2026

Actionable Hallucination Detection: Translating Latent Uncertainty into Agentic Critique

Sanidhya Vijayvargiya, Rahul Lokesh

Large Language Models (LLMs) deployed as AI agents frequently exhibit user specification-grounding failures, executing hallucinated, undesired actions to force a resolution rather…