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Ming-Ming Yin

2 papers indexed here

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#natural language process... Preprint Sep 2026

Can Language Models Learn to Forecast Stock Prices

Post-training has been shown to significantly improve language models'performance on tasks with verifiable outcomes, including mathematical reasoning, software engineering, and computer use. However, whether the same approach can improve forecasting in financial markets is much less clear. Compared with tasks with veri...

Jia-Cheng Guo, Suo-Zhi Huang, Shu-Zhen Li et al. · 0 citations
#natural language process... Preprint Sep 2026

FinFIRST: Benchmarking Search Agents for Financial Information Retrieval, Sourcing and Traceability

FinFIRST is the first financial benchmark to jointly evaluate answers and supporting evidence through atomic rubrics, retaining final-answer correctness as the primary objective while making the supporting research process measurable, verifiable, and diagnosable.

Wen-Qing Wang, Hai-Tao Xiang, Xin-Yi Zhao et al. · 0 citations

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