| FinGPT: Open-Source Financial Large Language Models | Not yet | 14 Jun 2023 | 5 | 492 |
| Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models | Not yet | 5 Jul 2023 | 81 | 403 |
| FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character Design | IEEE Transactions on Big Data | 29 Nov 2023 | 6 | 253 |
| HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction | Proceedings of the 5th ACM International Conference on AI in Finance | 15 Aug 2024 | 6 | 231 |
| Factors Influencing Cryptocurrency Prices: Evidence from Bitcoin, Ethereum, Dash, Litcoin, and Monero | Not yet | 1 Dec 2025 | 2844 | 225 |
| TradingAgents: Multi-Agents LLM Financial Trading Framework | Not yet | 1 Jan 2025 | 4 | 220 |
| TKAN: Temporal Kolmogorov-Arnold Networks | Not yet | 15 May 2024 | 3 | 189 |
| Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models | Not yet | 28 Jun 2023 | 6 | 140 |
| Designing Heterogeneous LLM Agents for Financial Sentiment Analysis | ACM Transactions on Management Information Systems | 17 Jan 2024 | 6 | 138 |
| FinGPT: Democratizing Internet-scale Data for Financial Large Language Models | Not yet | 26 Jul 2023 | 7 | 124 |
| TabR: Tabular Deep Learning Meets Nearest Neighbors | International Conference on Learning Representations | 2 Nov 2023 | 99 | 117 |
| Manufacturing Revolutions: Industrial Policy and Industrialization in South Korea | Not yet | 30 May 2025 | 1410 | 114 |
| Sentiment trading with large language models | Finance Research Letters | 1 Jan 2025 | 306 | 107 |
| Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis | Annual Meeting of the Association for Computational Linguistics | 18 May 2023 | 5 | 106 |
| ESG Reputation Risk Matters: An Event Study Based on Social Media Data | Not yet | 26 Jul 2023 | 5 | 106 |
| A Scoping Review of ChatGPT Research in Accounting and Finance | International Journal of Accounting Information Systems | 12 Dec 2024 | 11 | 99 |
| The Global Governance of Artificial Intelligence: Next Steps for Empirical and Normative Research | Not yet | 24 May 2023 | 5 | 97 |
| Risk Revisited | Not yet | 15 May 2024 | 63 | 88 |
| Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models | Proceedings of the ACM Web Conference 2024 | 7 Feb 2024 | 1 | 83 |
| Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment | Conference on Empirical Methods in Natural Language Processing | 2 Aug 2023 | 2 | 81 |
| Using Large Language Models for Qualitative Analysis can Introduce Serious Bias | Sociological Methods & Research | 4 Oct 2023 | 5 | 78 |
| Do LLM Agents Exhibit Social Behavior? | Not yet | 3 Jan 2024 | 11 | 71 |
| LSTM-ARIMA as a hybrid approach in algorithmic investment strategies | Knowl. Based Syst. | 3 Jul 2024 | 7 | 61 |
| ChatGPT and Corporate Policies | Not yet | 26 Jul 2023 | 1 | 60 |
| Inequality's Economic and Social Roots: The Role of Social Networks and Homophily | Not yet | 25 Jun 2025 | 1558 | 57 |
| Rough Volatility: Fact or Artefact? | Sankhya B | 12 Jul 2023 | 475 | 52 |
| Supply-Side Equilibria in Recommender Systems | Neural Information Processing Systems | 13 Dec 2023 | 534 | 52 |
| Deep Reinforcement Learning for Active High Frequency Trading | Not yet | 24 Aug 2023 | 948 | 51 |
| Extracting Financial Data from Unstructured Sources: Leveraging Large Language Models | J. Inf. Syst. | 14 Sep 2023 | 8 | 51 |
| Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review | Not yet | 5 Feb 2025 | 5 | 51 |
| Decentralised Finance and Automated Market Making: Execution and Speculation | Not yet | 12 Jul 2023 | 5 | 49 |
| Optimal Stopping via Randomized Neural Networks | Frontiers of Mathematical Finance | 6 Dec 2023 | 952 | 49 |
| Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction | European Journal of Operational Research | 7 Feb 2024 | 6 | 49 |
| Deep Learning for Economists | Not yet | 18 Sep 2024 | 58 | 49 |
| Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer Lifecycle | Not yet | 28 Jun 2023 | 2 | 47 |
| Decentralised Finance and Automated Market Making: Predictable Loss and Optimal Liquidity Provision | Not yet | 21 Sep 2023 | 6 | 47 |
| ChatGPT-Based Investment Portfolio Selection | Operations Research Forum | 17 Aug 2023 | 6 | 46 |
| Bubble economics | Journal of Mathematical Economics | 8 Nov 2023 | 1 | 43 |
| QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model | Not yet | 7 Feb 2024 | 1 | 43 |
| Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research | Proceedings of the 5th ACM International Conference on AI in Finance | 13 Nov 2024 | 6 | 42 |
| Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks | Not yet | 26 Mar 2025 | 5 | 42 |
| Energy Security and Resilience: Reviewing Concepts and Advancing Planning Perspectives for Transforming Integrated Energy Systems | Energy Policy | 30 Apr 2025 | 5 | 42 |
| How does artificial intelligence improve human decision‐making? Evidence from the AI‐powered Go program | Strategic Management Journal | 18 Oct 2023 | 6 | 40 |
| AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors | AAAI Conference on Artificial Intelligence | 3 Jul 2024 | 7 | 40 |
| Aggregation Model and Market Mechanism for Virtual Power Plant Participation in Inertia and Primary Frequency Response | IEEE Transactions on Power Systems | 12 Mar 2025 | 6 | 40 |
| The News in Earnings Announcement Disclosures: Capturing Word Context Using LLM Methods | Manag. Sci. | 2 Apr 2025 | 36 | 40 |
| AI Regulation in the European Union: Examining Non-State Actor Preferences | Not yet | 24 May 2023 | 5 | 39 |
| Global universal approximation of functional input maps on weighted spaces | Constructive approximation | 7 Jun 2023 | 2 | 39 |
| Better Bunching, Nicer Notching | Finance and Economics Discussion Series | 28 Jun 2023 | 905 | 38 |
| The Influence of ChatGPT on Artificial Intelligence Related Crypto Assets: Evidence from a Synthetic Control Analysis | Finance Research Letters | 24 May 2023 | 23 | 37 |
| Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance | FINNLP | 30 Aug 2023 | 2 | 36 |
| The Memorization Problem: Can We Trust LLMs'Economic Forecasts? | Not yet | 23 Apr 2025 | 3 | 36 |
| The disruption index is biased by citation inflation | Quantitative Science Studies | 7 Jun 2023 | 5 | 35 |
| Missing values handling for machine learning portfolios | Journal of Financial Economics | 29 Nov 2023 | 496 | 35 |
| Are Generative AI Agents Effective Personalized Financial Advisors? | Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval | 9 Apr 2025 | 1 | 35 |
| Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO | Manag. Sci. | 24 Apr 2024 | 2 | 34 |
| India's residential space cooling transition: Decarbonization ambitions since the turn of millennium | Applied Energy | 12 Dec 2024 | 3 | 34 |
| HQNN-FSP: A hybrid classical-quantum neural network for regression-based financial stock market prediction | Quantum Machine Intelligence | 20 Mar 2025 | 1 | 34 |
| Fractal properties, information theory, and market efficiency | Chaos, Solitons & Fractals | 28 Jun 2023 | 5 | 33 |
| Transformers versus LSTMs for electronic trading | Not yet | 21 Sep 2023 | 1 | 33 |
| Tail Risk Alert Based on Conditional Autoregressive VaR by Regression Quantiles and Machine Learning Algorithms | 2024 5th International Conference on Artificial Intelligence and Computer Engineering (ICAICE) | 12 Dec 2024 | 34 | 33 |
| FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading | Annual Meeting of the Association for Computational Linguistics | 19 Feb 2025 | 2 | 33 |
| Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return Predictions | Finance Research Letters | 12 Oct 2023 | 1 | 32 |
| Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams | Not yet | 18 Oct 2023 | 6 | 32 |
| The machine psychology of cooperation: can GPT models operationalize prompts for altruism, cooperation, competitiveness, and selfishness in economic games? | Journal of Physics: Complexity | 18 May 2023 | 5 | 31 |
| MambaStock: Selective state space model for stock prediction | Not yet | 6 Mar 2024 | 6 | 31 |
| Pivoting B2B platform business models: From platform experimentation to multi-platform integration to ecosystem envelopment | International Journal of Production Economics | 1 Jan 2025 | 61 | 31 |
| JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading | Proceedings of the Fourth ACM International Conference on AI in Finance | 30 Aug 2023 | 5 | 30 |
| Autonomy by Design: Preserving Human Autonomy in AI Decision-Support | Philosophy & Technology | 3 Jul 2025 | 3 | 30 |
| Bubble Necessity Theorem | Journal of Political Economy | 18 May 2023 | 4 | 29 |
| Economic complexity and the sustainability transition: a review of data, methods, and literature | Journal of Physics: Complexity | 17 Aug 2023 | 3 | 29 |
| GPT in Game Theory Experiments | Not yet | 13 Dec 2023 | 218 | 29 |
| Understanding the development of public data ecosystems: From a conceptual model to a six-generation model of the evolution of public data ecosystems | Telematics Informatics | 22 May 2024 | 187 | 29 |
| Price Discovery in Cryptocurrency Markets | AEA Papers and Proceedings | 11 Jun 2025 | 2233 | 29 |
| Deep attentive survival analysis in limit order books: estimating fill probabilities with convolutional-transformers | Quantitative Finance | 14 Jun 2023 | 6 | 28 |
| Inflation—Who Cares? Monetary Policy in Times of Low Attention | Journal of Money, Credit and Banking | 17 Aug 2023 | 828 | 28 |
| Retail Demand Forecasting: A Comparative Study for Multivariate Time Series | Journal of Mathematics and Statistics Studies | 24 Aug 2023 | 1 | 28 |
| Moderating effects of gender and family responsibilities on the relations between work–family policies and job performance | The International Journal of Human Resource Management | 30 Jan 2024 | 1844 | 28 |
| The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset | Not yet | 1 May 2024 | 2 | 28 |
| Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness | Proceedings of the Fourth ACM International Conference on AI in Finance | 28 Jun 2023 | 6 | 27 |
| The long-term effects of early-life pollution exposure: Evidence from the London smog. | Journal of health economics | 14 Sep 2023 | 568 | 27 |
| Deep learning and NLP in cryptocurrency forecasting: Integrating financial, blockchain, and social media data | International Journal of Forecasting | 29 Nov 2023 | 6 | 27 |
| Deep Reinforcement Learning for Quantitative Trading | 2024 4th International Conference on Electronics, Circuits and Information Engineering (ECIE) | 3 Jan 2024 | 9 | 27 |
| The econometrics of happiness: Are We Underestimating the Returns to Education and Income? | Not yet | 23 Jan 2024 | 2002 | 27 |
| Supervised autoencoder MLP for financial time series forecasting | Journal of Big Data | 3 Apr 2024 | 1 | 27 |
| Business and Regulatory Responses to Artificial Intelligence: Dynamic Regulation, Innovation Ecosystems and the Strategic Management of Disruptive Technology | Not yet | 31 Jul 2024 | 3 | 27 |
| Complement or substitute? How AI increases the demand for human skills | Not yet | 1 Jan 2025 | 5 | 27 |
| Machine Learning Based Risk Assessment for Financial Management in Big Data IoT Credit | Not yet | 23 Jan 2025 | 15 | 27 |
| Working with AI: Measuring the Applicability of Generative AI to Occupations | Not yet | 13 Sep 2025 | 65 | 27 |
| Technical Note - An Unexpected Stochastic Dominance: Pareto Distributions, Dependence, and Diversification | Oper. Res. | 12 Oct 2023 | 421 | 26 |
| StockGPT: A GenAI Model for Stock Prediction and Trading | Not yet | 10 Apr 2024 | 3 | 26 |
| Stock movement prediction with multimodal stable fusion via gated cross-attention mechanism | Complex & Intelligent Systems | 4 Dec 2024 | 181 | 26 |
| From Deep Learning to LLMs: A survey of AI in Quantitative Investment | Not yet | 2 Apr 2025 | 6 | 26 |
| Can Large Language Models Trade? Testing Financial Theories with LLM Agents in Market Simulations | Not yet | 16 Apr 2025 | 1 | 26 |
| Can LLM-based Financial Investing Strategies Outperform the Market in Long Run? | Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 | 14 May 2025 | 3 | 26 |
| Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements? | Not yet | 28 Jun 2023 | 3 | 25 |
| Axioms for Automated Market Makers: A Mathematical Framework in FinTech and Decentralized Finance | Oper. Res. | 30 Aug 2023 | 331 | 25 |
| Towards reducing hallucination in extracting information from financial reports using Large Language Models | Proceedings of the Third International Conference on AI-ML Systems | 18 Oct 2023 | 2 | 25 |
| Model Averaging and Double Machine Learning | Not yet | 17 Jan 2024 | 14 | 25 |
| A Data Engineering Framework for Ethereum Beacon Chain Rewards: From Data Collection to Decentralization Metrics | Scientific Data | 21 Feb 2024 | 4 | 25 |