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Showing 1–50 of 93 papers

TitleStatusHype
CFBenchmark-MM: Chinese Financial Assistant Benchmark for Multimodal Large Language Model—0
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
QuantMCP: Grounding Large Language Models in Verifiable Financial Reality—0
How Explanations Leak the Decision Logic: Stealing Graph Neural Networks via Explanation AlignmentCode0
VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis—0
Towards Competent AI for Fundamental Analysis in Finance: A Benchmark Dataset and Evaluation—0
A Survey of Attacks on Large Language Models—0
Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention MechanismCode1
MiMIC: Multi-Modal Indian Earnings Calls Dataset to Predict Stock PricesCode0
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities—0
Semantic segmentation of forest stands using deep learning—0
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications—0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG—0
Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial AnalysisCode0
Bridging Language Models and Financial Analysis—0
Prompt Sentiment: The Catalyst for LLM Change—0
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance—0
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling—0
Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis—0
Integrating the implied regularity into implied volatility models: A study on free arbitrage model—0
Quantum Powered Credit Risk Assessment: A Novel Approach using hybrid Quantum-Classical Deep Neural Network for Row-Type Dependent Predictive Analysis—0
MarketSenseAI 2.0: Enhancing Stock Analysis through LLM Agents—0
FinanceQA: A Benchmark for Evaluating Financial Analysis Capabilities of Large Language Models—0
An Analysis of the Interdependence Between Peanut and Other Agricultural Commodities in China's Futures Market—0
Reasoning based on symbolic and parametric knowledge bases: a survey—0
Integrating Natural Language Processing Techniques of Text Mining Into Financial System: Applications and Limitations—0
Sentiment trading with large language models—0
WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series ForecastingCode2
Auto-Generating Earnings Report Analysis via a Financial-Augmented LLM—0
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial ResearchCode9
FinTeamExperts: Role Specialized MOEs For Financial Analysis—0
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models—0
Modelling financial returns with mixtures of generalized normal distributions—0
Neuro-Symbolic Traders: Assessing the Wisdom of AI Crowds in Markets—0
Metadata Matters for Time Series: Informative Forecasting with Transformers—0
DANA: Domain-Aware Neurosymbolic Agents for Consistency and AccuracyCode3
Cross-Lingual News Event Correlation for Stock Market Trend Prediction—0
Review of the EU ETS Literature: A Bibliometric Perspective—0
Enhanced forecasting of stock prices based on variational mode decomposition, PatchTST, and adaptive scale-weighted layer—0
Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach—0
CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications—0
Financial Knowledge Large Language Model—0
THaLLE: Text Hyperlocally Augmented Large Language Extension -- Technical Report—0
TimeSieve: Extracting Temporal Dynamics through Information BottlenecksCode1
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language ModelsCode9
ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction—0
A biological circuit to anticipate trend—0
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights—0
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain FrameworkCode3
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and BenchmarksCode4
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