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Proposes Decompose-and-Refine (DaR), a framework for statute-grounded legal question answering that decomposes complex questions into atomic sub-questions and generates parametric queries for precise statutory retrieval, showing improvements on the KoBLEX benchmark.
MemReread introduces a method for long-context reasoning that avoids intermediate retrieval by decomposing questions and rereading text to recover discarded information, achieving linear time complexity. It outperforms baseline frameworks on long-context reasoning tasks.