DCD introduces a domain-oriented hierarchical decomposition and staged routing workflow that restricts retrieval and generation scopes progressively to improve robustness and factual accuracy in RAG on complex, multi-source queries.
The assessment relies on structured generation quality evaluation using an LLM as an assessor [Liu et al., 2023]
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DCD: Domain-Oriented Design for Controlled Retrieval-Augmented Generation
DCD introduces a domain-oriented hierarchical decomposition and staged routing workflow that restricts retrieval and generation scopes progressively to improve robustness and factual accuracy in RAG on complex, multi-source queries.