Skip to content

Author

Mengdi Wang

We have 2 of 6 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#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 Aug 2026

AQuA: Recursively Self-Improving Quantitative Trading Research Agents

AQuA, which comprises two separate language-model-driven research systems: one for symbolic factor discovery and one for trainable model development, is presented, which comprises two separate language-model-driven research systems that implement recursive self-improvement at the level of the research process.

Jiacheng Guo, Suozhi Huang, Yun-Long Gao et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.