| Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research | Nov 7, 2024 | AI AgentDecision Making | CodeCode Available | 9 | 5 |
| FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models | May 23, 2024 | AI AgentDecision Making | CodeCode Available | 9 | 5 |
| No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks | Mar 10, 2024 | Financial Analysis | CodeCode Available | 4 | 5 |
| DANA: Domain-Aware Neurosymbolic Agents for Consistency and Accuracy | Sep 27, 2024 | Financial Analysis | CodeCode Available | 3 | 5 |
| AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework | Mar 19, 2024 | BenchmarkingFinancial Analysis | CodeCode Available | 3 | 5 |
| FNSPID: A Comprehensive Financial News Dataset in Time Series | Feb 9, 2024 | Financial AnalysisTime Series | CodeCode Available | 3 | 5 |
| WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting | Dec 22, 2024 | Financial AnalysisLoad Forecasting | CodeCode Available | 2 | 5 |
| CFGPT: Chinese Financial Assistant with Large Language Model | Sep 19, 2023 | Decision MakingFinancial Analysis | CodeCode Available | 1 | 5 |
| TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks | Jun 7, 2024 | Financial AnalysisTime Series | CodeCode Available | 1 | 5 |
| Network of Tensor Time Series | Feb 15, 2021 | Financial AnalysisTensor Decomposition | CodeCode Available | 1 | 5 |
| APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning | Dec 14, 2022 | Conversational Question AnsweringDiversity | CodeCode Available | 1 | 5 |
| Stockformer: A Price-Volume Factor Stock Selection Model Based on Wavelet Transform and Multi-Task Self-Attention Networks | Nov 23, 2023 | Financial AnalysisGraph Embedding | CodeCode Available | 1 | 5 |
| EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements | Jun 10, 2025 | Binary ClassificationFinancial Analysis | CodeCode Available | 1 | 5 |
| Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention Mechanism | May 11, 2025 | Financial AnalysisTime Series | CodeCode Available | 1 | 5 |
| A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models | Jan 2, 2024 | Financial AnalysisHallucination | CodeCode Available | 0 | 5 |
| AdaRNN: Adaptive Learning and Forecasting of Time Series | Aug 10, 2021 | Activity RecognitionFinancial Analysis | CodeCode Available | 0 | 5 |
| MiMIC: Multi-Modal Indian Earnings Calls Dataset to Predict Stock Prices | Apr 12, 2025 | Financial Analysis | CodeCode Available | 0 | 5 |
| FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models | Feb 16, 2024 | Decision MakingFinancial Analysis | CodeCode Available | 0 | 5 |
| Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial Analysis | Mar 20, 2025 | ClassificationFinancial Analysis | CodeCode Available | 0 | 5 |
| How Explanations Leak the Decision Logic: Stealing Graph Neural Networks via Explanation Alignment | Jun 3, 2025 | Data AugmentationDrug Discovery | CodeCode Available | 0 | 5 |
| A Unified Formula of the Optimal Portfolio for Piecewise Hyperbolic Absolute Risk Aversion Utilities | Jul 14, 2021 | Financial AnalysisManagement | —Unverified | 0 | 0 |
| A Survey of Attacks on Large Language Models | May 18, 2025 | Autonomous DrivingFinancial Analysis | —Unverified | 0 | 0 |
| Assessing Text Mining and Technical Analyses on Forecasting Financial Time Series | Apr 27, 2023 | Financial AnalysisTime Series | —Unverified | 0 | 0 |
| Cross-Lingual News Event Correlation for Stock Market Trend Prediction | Sep 16, 2024 | ArticlesFinancial Analysis | —Unverified | 0 | 0 |
| A Short Survey on Data Clustering Algorithms | Nov 25, 2015 | ClusteringFinancial Analysis | —Unverified | 0 | 0 |
