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Evidence Overridden

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it

fields

cs.CL 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

Facet-Level Tracing of Evidence Uncertainty and Hallucination in RAG

cs.CL · 2026-04-10 · unverdicted · novelty 6.0 · 2 refs

Introduces a facet-level diagnostics framework using Facet x Chunk matrices and controlled inference modes to show that RAG hallucinations arise mainly from evidence integration failures rather than retrieval errors.

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  • Facet-Level Tracing of Evidence Uncertainty and Hallucination in RAG cs.CL · 2026-04-10 · unverdicted · none · ref 6 · 2 links

    Introduces a facet-level diagnostics framework using Facet x Chunk matrices and controlled inference modes to show that RAG hallucinations arise mainly from evidence integration failures rather than retrieval errors.