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cs.CL2025★ 1 cited
FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information
Yan Wang, Lingfei Qian, Xueqing Peng +18
Accurate interpretation of numerical data in financial reports is critical for markets and regulators. Although XBRL (eXtensible Business Reporting Language) provides a standard fo…
cs.CL2025
Prompting a Weighting Mechanism into LLM-as-a-Judge in Two-Step: A Case Study
Wenwen Xie, Gray Gwizdz, Dongji Feng
While Large Language Models (LLMs) have emerged as promising tools for evaluating Natural Language Generation (NLG) tasks, their effectiveness is limited by their inability to appr…