Core Concepts
Financial analysis enhanced by AlphaFin datasets and Stock-Chain framework.
Abstract
1. Introduction:
Financial analysis importance in stock trend prediction and Q&A.
LLMs attract attention for enhancing financial analysis accuracy.
2. AlphaFin Datasets:
Research datasets, StockQA, financial news, and reports included.
3. Stock-Chain Framework:
Divided into two stages: stock trend prediction and financial Q&A.
4. Experiments:
Stock-Chain outperforms baselines with high ARR and ACC.
5. Related Work:
Overview of financial datasets and algorithms in the financial domain.
Stats
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