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标题为英语From SEC Filings to Financial Signals: Evaluating LLMs on Stock Market Reactions and Analyst Forecasts

arXiv:2610.24268v1 Announce Type: new Abstract: Form 10-Q MD&A sections combine long-form management narrative with accounting and forward-looking information. Benchmarks for financial filings commonly evaluate question answering or numerical reasoning, leaving unclear whether…

arXiv — cs.AI作者: Shengkun Wang, Taoran Ji, Linhan Wang, Sattar Mansi, Chang-Tien Lu, Yinlin Chen2026年10月20日 (18小时前)
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  • arXiv:2610.24268v1 Announce Type: new Abstract: Form 10-Q MD&A sections combine long-form management narrative with accounting and forward-looking information
  • Benchmarks for financial filings commonly evaluate question answering or numerical reasoning, leaving unclear whether…
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From SEC Filings to Financial Signals: Evaluating LLMs on Stock Market Reactions and Analyst Forecasts

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