# From SEC Filings to Financial Signals: Evaluating LLMs on Stock Market Reactions and Analyst Forecasts

> 全文为英语

**Published:** 2026年10月20日
**Author:** Shengkun Wang, Taoran Ji, Linhan Wang, Sattar Mansi, Chang-Tien Lu, Yinlin Chen
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/from-sec-filings-to-financial-signals-evaluating-llms-on-stock-market-re

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…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.24268)

**标签：** #arXiv

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