| Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research | Nov 7, 2024 | AI AgentDecision Making | CodeCode Available | 9 |
| FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models | May 23, 2024 | AI AgentDecision Making | CodeCode Available | 9 |
| 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 |
| DANA: Domain-Aware Neurosymbolic Agents for Consistency and Accuracy | Sep 27, 2024 | Financial Analysis | CodeCode Available | 3 |
| AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework | Mar 19, 2024 | BenchmarkingFinancial Analysis | CodeCode Available | 3 |
| FNSPID: A Comprehensive Financial News Dataset in Time Series | Feb 9, 2024 | Financial AnalysisTime Series | CodeCode Available | 3 |
| WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting | Dec 22, 2024 | Financial AnalysisLoad Forecasting | CodeCode Available | 2 |
| EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements | Jun 10, 2025 | Binary ClassificationFinancial Analysis | CodeCode Available | 1 |
| Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention Mechanism | May 11, 2025 | Financial AnalysisTime Series | CodeCode Available | 1 |
| TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks | Jun 7, 2024 | Financial AnalysisTime Series | CodeCode Available | 1 |
| 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 |
| CFGPT: Chinese Financial Assistant with Large Language Model | Sep 19, 2023 | Decision MakingFinancial Analysis | CodeCode Available | 1 |
| APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning | Dec 14, 2022 | Conversational Question AnsweringDiversity | CodeCode Available | 1 |
| Network of Tensor Time Series | Feb 15, 2021 | Financial AnalysisTensor Decomposition | CodeCode Available | 1 |
| CFBenchmark-MM: Chinese Financial Assistant Benchmark for Multimodal Large Language Model | Jun 16, 2025 | Decision MakingFinancial Analysis | —Unverified | 0 |
| QuantMCP: Grounding Large Language Models in Verifiable Financial Reality | Jun 7, 2025 | Decision MakingFinancial Analysis | —Unverified | 0 |
| How Explanations Leak the Decision Logic: Stealing Graph Neural Networks via Explanation Alignment | Jun 3, 2025 | Data AugmentationDrug Discovery | CodeCode Available | 0 |
| VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis | May 24, 2025 | Financial AnalysisStock Price Prediction | —Unverified | 0 |
| Towards Competent AI for Fundamental Analysis in Finance: A Benchmark Dataset and Evaluation | May 22, 2025 | Financial AnalysisLogical Reasoning | —Unverified | 0 |
| A Survey of Attacks on Large Language Models | May 18, 2025 | Autonomous DrivingFinancial Analysis | —Unverified | 0 |
| MiMIC: Multi-Modal Indian Earnings Calls Dataset to Predict Stock Prices | Apr 12, 2025 | Financial Analysis | CodeCode Available | 0 |
| SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities | Apr 6, 2025 | Financial Analysis | —Unverified | 0 |
| Semantic segmentation of forest stands using deep learning | Apr 3, 2025 | Deep LearningFinancial Analysis | —Unverified | 0 |
| FinAudio: A Benchmark for Audio Large Language Models in Financial Applications | Mar 26, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| 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 |
