Context-Fidelity Boosting reduces faithfulness hallucinations by applying context-based logit boosts to source-supported tokens during LLM decoding.
InProceedings of the 2018 Conference on Empirical Methods in Natural Lan- guage Processing, pages 1797–1807, Brussels, Bel- gium
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Context-Fidelity Boosting: Enhancing Faithful Generation through Watermark-Inspired Decoding
Context-Fidelity Boosting reduces faithfulness hallucinations by applying context-based logit boosts to source-supported tokens during LLM decoding.