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Noise-Robust Financial Numerical Entity Attribute Tagging

Tsai, Sheng-Hua et al.
arXiv (All) · Papers
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and-scienceartificial-intelligencecomputational-engineeringfinance
Financial Numerical Entity (FNE) understanding aims to recover the meaning of numerical mentions in financial reports. Existing studies focus on concept name prediction and face two important limitations. First, labels derived from inline XBRL may contain errors because filings are usually prepared
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