Back to Research
Quantitative Finance
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment
Saizhuo Wang, Hang Yuan, Leon Zhou, Lionel M. Ni, Heung-Yeung Shum, Jian Guo · 2023
What this means for traders
Combining human domain knowledge with LLM creativity produces better alpha signals than either approach alone.
Abstract
Introduces a new alpha mining paradigm by introducing human-AI interaction and a novel prompt engineering algorithmic framework leveraging large language models. Alpha-GPT provides a heuristic way to understand quant researchers' ideas and outputs creative, insightful, and effective alphas.
Alpha MiningHuman-AI InteractionQuantitative FinancePrompt Engineering
Read the full paperResearch papers are presented for informational purposes only. Past performance reported in academic studies does not guarantee future results. AlphaIntel does not constitute financial advice.