Personalized Chain-of-Thought Summarization of Financial News for Investor Decision Support
Tianyi Zhang, Mu Chen
金融顾问和投资者与金融新闻的信息过载作斗争,其中不相关的内容和噪音掩盖了关键市场信号,阻碍了及时的投资决策。 为了解决这个问题,我们提出了一个新的思维链(CoT)总结框架,将金融新闻浓缩成简洁的,事件驱动的摘要。 该框架集成了用户指定的关键字,以生成个性化的输出,确保只突出显示最相关的上下文。 这些个性化摘要提供了一个中间层,支持语言模型产生以投资者为中心的叙述,弥合原始新闻和可操作见解之间的差距。
Financial advisors and investors struggle with information overload from financial news, where irrelevant content and noise obscure key market signals and hinder timely investment decisions. To address this, we propose a novel Chain-of-Thought (CoT) summarization framework that condenses financial news into concise, event-driven summaries. The framework integrates user-specified keywords to generate personalized outputs, ensuring that only the most relevant contexts are highlighted. These person...