stock-top-papers
Unverified ML strategy on Indices by marcuswang6. BotFinder score 18 out of 100.
Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, IJCAI, ACL, EMNLP.
Source: github
BotFinder analysis pending.
stock-top-papers
About The sole purpose of this repository is to help me organize recent academic papers with codes related to stock price prediction, quantitative trading, risk modeling. This is a non-exhausting list, even though I'll try to keep it updated... Feel free to suggest decent papers via a PR. If you find this repository helpful consider leaving a :star: Table of Contents - About - Table of Contents - Sorted by Time - 2025 - 2024 - 2023 - 2022 - 2021 - 2020 - Older Papers - Sorted by Tasks - Stock Price Prediction - Stock Trading - Asset Pricing - Risk Modeling - Volatility \& Risk Forecasting - Sorted by Models - Transformer - Graph Neural Networks - Large Language Models - Other Models (SSM/Mamba, MLP, MoE, Foundation, Generative) - Sorted by Methods - NLP-based Methods - Graph Learning - Reinforcement-learning - Meta- \& Multi-task Learning - Retrieval-Augmented - Factor Modeling - Uncertainty \& Probabilistic Modeling - Datasets \& Benchmarks Sorted by Time Back to top 2025 (KDD 2025) Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting \[Pap
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