Shiwei Li
1 indexed paper
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126
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Info Retrieval×1AI×1
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2026
Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA
The paper introduces the Data-centric Reasoning Compiler (DCRC), a novel data-driven framework that enhances financial QA systems by compiling user queries and retrieved documents into verifiable, executable programs to prevent numerical hallucinations.
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cs.IRcs.AIRecentMay 29, 2026
Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA
Hao Chen, Xing Tang, Qirui Liu, Weijie Shi +5 more
The paper introduces the Data-centric Reasoning Compiler (DCRC), a novel data-driven framework that enhances financial QA systems by compiling user queries and retrieved documents into verifiable, exe…
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