FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation
Published 11 Nov 2025 ยท arXiv
Key Points
- First formulated framework for Equity Research Report (ERR) generation using LLMs
- FinRpt provides open-source evaluation benchmark addressing data scarcity
- Multi-agent LLM system designed for automated investment research reports
Implications
Could revolutionise equity research automation in investment banking and asset management, reducing analyst workload and standardising report quality.
Action Required
Investment firms should evaluate this framework's potential for augmenting research capabilities and improving report consistency.
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