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Shuguang Ma

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Conference Open access Jun 2026

Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents

This paper introduces FinED-Bench, the first publicly public benchmark for FinED-Bench, which covers nine real-world financial scenarios, and includes over 900 documents reported in 2025 that are unseen by existing language models.

Ying He, Zhouhong Gu, Zhecheng Hu et al. · 2 citations

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