Mask-to-Correct and M2C+ use diversity-aware masking in RAG to identify erroneous claim spans and produce faithful corrections, outperforming baselines by up to 14% SARI without gold evidence.
Ronak Pradeep, Rodrigo Nogueira, and Jimmy Lin
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Mask-to-Correct$^+$: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction
Mask-to-Correct and M2C+ use diversity-aware masking in RAG to identify erroneous claim spans and produce faithful corrections, outperforming baselines by up to 14% SARI without gold evidence.