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Aaditya Pai

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#natural language process... Jun 2026

PARSE: Provenance-Aware Retrieval Sanitization for Professional Domain LLM Agents

This work introduces PARSE (Provenance-Aware Retrieval Sanitization), a domain-aware, fact-preserving sanitization pipeline that classifies each sentence by injection likelihood, extracts structured facts before rewriting, and verifies fact preservation via a consistency-checking loop.

Aaditya Pai · arXiv.org · 0 citations