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ResearchOctober 20, 2026

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…

Shengkun Wang, Taoran Ji, Linhan Wang, Sattar Mansi, Chang-Tien Lu, Yinlin Chen·arXiv — cs.AI
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  • 01.arXiv:2610.24268v1 Announce Type: new Abstract: Form 10-Q MD&A sections combine long-form management narrative with accounting and forward-looking information
  • 02.Benchmarks for financial filings commonly evaluate question answering or numerical reasoning, leaving unclear whether…

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