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1. When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis
   arXiv.org2026-06-28alphaXiv arXiv S2
2. A Study on Hegang Choi Han-Gi’s Concept of Sim(心) and His View of Knowing and Acting - with a focus on a comparison with Yangming learning -
   GongJaHak2026-02-28S2
3. LLM as a Risk Manager: LLM Semantic Filtering for Lead–Lag Trading in Prediction Markets
   Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track)2026-02-04alphaXiv arXiv S2
4. From Text to Alpha: Can LLMs Track Evolving Signals in Corporate Disclosures?
   2025-10-03alphaXiv arXiv S2
5. FinAgentBench: A Benchmark Dataset for Agentic Retrieval in Financial Question Answering
   International Conference on AI in Finance2025-08-07alphaXiv arXiv S2
6. Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance
   arXiv.org2025-05-25alphaXiv arXiv S2