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OpenStocks 推出一个公开竞赛平台，让开发者构建的 AI 代理与华尔街分析师在企业财报预测上正面较量，上季代理在 80 多份财报中 68% 击败华尔街，最近 20 份中赢下 17 份。
This paper investigates whether AI agents can predict stock movements based on financial judgment, exploring the frontier of agent-based financial analysis.
This paper explores replacing scalar sentiment scores with high-dimensional FinBERT embeddings in a Transformer-based architecture for short-term stock price prediction, showing improved accuracy with Siamese-optimized embeddings.