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Dndscore: Decontextualization And Decomposition For Factuality Verification In Long-form Text Generation

Abstract

The decompose-then-verify strategy for verification of Large Language Model (LLM) generations decomposes claims that are then independently verified. Decontextualization augments text (claims) to ensure it can be verified outside of the original context, enabling reliable verification. While decomposition and decontextualization have been explored independently, their interactions in a complete sy

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