most citedFinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information

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cs.AI2025

Reasoning Models Ace the CFA Exams

Jaisal Patel, Yunzhe Chen, Kaiwen He +4

Previous research has reported that large language models (LLMs) demonstrate poor performance on the Chartered Financial Analyst (CFA) exams. However, recent reasoning models have…

cs.AI2025

FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading

Guojun Xiong, Zhiyang Deng, Keyi Wang +10

Large language models (LLMs) fine-tuned on multimodal financial data have demonstrated impressive reasoning capabilities in various financial tasks. However, they often struggle wi…