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Author

Boris Galitsky

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Open access Oct 2026

Tackling LLM Hallucination with Abductive Reasoning

Evaluation of the method for checking whether such explanations are supported by the available evidence shows that incorporating this structure improves the detection of hallucinated reasoning compared with the same detection approach without structural information.

Boris Galitsky · 1 citation

Discourse Structure as an Interpretable Signal for Detecting Hallucinated Chain-of-Thought Reasoning in Large Language Models

This paper studies hallucinated CoT as a discourse-structural phenomenon, not only a factual one, and suggests that discourse structure provides an interpretable signal for detecting reasoning hallucinations and complements existing factuality and uncertainty-based hallucination detectors.

Boris Galitsky · 0 citations

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