ARM retrieves all needed tables and passages for complex questions in one constrained LLM decoding pass by aligning keywords to corpus n-grams and using a MIP solver to connect related objects, beating RAG and ReAct on Bird and OTT-QA.
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Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method
ARM retrieves all needed tables and passages for complex questions in one constrained LLM decoding pass by aligning keywords to corpus n-grams and using a MIP solver to connect related objects, beating RAG and ReAct on Bird and OTT-QA.