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ASDA: Automated Skill Distillation and Adaptation for Financial Reasoning

Yim, Tik Yu et al.
arXiv (All) · Papers
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and-scienceartificial-intelligencecomputation-and-languagecomputational-engineeringfinance
Adapting large language models (LLMs) to specialized financial reasoning typically requires expensive fine-tuning that produces model-locked expertise. Training-free alternatives have emerged, yet our experiments show that leading methods (GEPA and ACE) achieve only marginal gains on the FAMMA finan
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