Reinforcement Learning of Large Language Models for Interpretable Credit Card Fraud Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Cooper, Zhang, Yanting, Ran, Maohao, Xue, Wei, Fan, Hongwei, Xu, Yibo, Wan, Zhenglin, Han, Sirui, Guo, Yike, Song, Jun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enhancing Credit Card Fraud Detection A Neural Network and SMOTE Integrated Approach
by: Zhu, Mengran, et al.
Published: (2024)
by: Zhu, Mengran, et al.
Published: (2024)
Crisis-Bench: Benchmarking Strategic Ambiguity and Reputation Management in Large Language Models
by: Lin, Cooper, et al.
Published: (2026)
by: Lin, Cooper, et al.
Published: (2026)
MMFCTUB: Multi-Modal Financial Credit Table Understanding Benchmark
by: Yakun, Cui, et al.
Published: (2026)
by: Yakun, Cui, et al.
Published: (2026)
HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong
by: Han, Sirui, et al.
Published: (2025)
by: Han, Sirui, et al.
Published: (2025)
An Integrated Machine Learning and Deep Learning Framework for Credit Card Approval Prediction
by: Tong, Kejian, et al.
Published: (2024)
by: Tong, Kejian, et al.
Published: (2024)
Data Analysis on Credit Card Debt: Rate of Consumption and Impact on Individuals and the US Economy
by: Akinwande, Mayowa, et al.
Published: (2024)
by: Akinwande, Mayowa, et al.
Published: (2024)
Transformer-Based Financial Fraud Detection with Cloud-Optimized Real-Time Streaming
by: Deng, Tingting, et al.
Published: (2025)
by: Deng, Tingting, et al.
Published: (2025)
AI-powered Fraud Detection in Decentralized Finance: A Project Life Cycle Perspective
by: Luo, Bingqiao, et al.
Published: (2023)
by: Luo, Bingqiao, et al.
Published: (2023)
Privacy-Preserving Federated Fraud Detection in Payment Transactions with NVIDIA FLARE
by: Roth, Holger R., et al.
Published: (2026)
by: Roth, Holger R., et al.
Published: (2026)
CaveAgent: Transforming LLMs into Stateful Runtime Operators
by: Ran, Maohao, et al.
Published: (2026)
by: Ran, Maohao, et al.
Published: (2026)
Fraud detection and risk assessment of online payment transactions on e-commerce platforms based on LLM and GCN frameworks
by: Luo, RuiHan, et al.
Published: (2025)
by: Luo, RuiHan, et al.
Published: (2025)
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks
by: Duan, Yifan, et al.
Published: (2024)
by: Duan, Yifan, et al.
Published: (2024)
Cash and Card Acceptance in Retail Payments: Motivations and Factors
by: Vandak, Samuel, et al.
Published: (2024)
by: Vandak, Samuel, et al.
Published: (2024)
Distributed Monitoring for Data Distribution Shifts in Edge-ML Fraud Detection
by: Karayanni, Nader, et al.
Published: (2024)
by: Karayanni, Nader, et al.
Published: (2024)
CreditARF: A Framework for Corporate Credit Rating with Annual Report and Financial Feature Integration
by: Shi, Yumeng, et al.
Published: (2025)
by: Shi, Yumeng, et al.
Published: (2025)
ZiGong 1.0: A Large Language Model for Financial Credit
by: Lei, Yu, et al.
Published: (2025)
by: Lei, Yu, et al.
Published: (2025)
CreditXAI: A Multi-Agent System for Explainable Corporate Credit Rating
by: Shi, Yumeng, et al.
Published: (2025)
by: Shi, Yumeng, et al.
Published: (2025)
TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning
by: Mi, Qirui, et al.
Published: (2023)
by: Mi, Qirui, et al.
Published: (2023)
A Model Fusion Approach for Enhancing Credit Approval Decision Making
by: Wu, Yuanhong, et al.
Published: (2026)
by: Wu, Yuanhong, et al.
Published: (2026)
Utilizing GANs for Fraud Detection: Model Training with Synthetic Transaction Data
by: Zhu, Mengran, et al.
Published: (2024)
by: Zhu, Mengran, et al.
Published: (2024)
Privacy-Preserving Generation Fraud Detection for Distributed Photovoltaic Systems: A Solar Irradiance-Fused Federated Learning Framework
by: Chen, Xiaolu, et al.
Published: (2026)
by: Chen, Xiaolu, et al.
Published: (2026)
FD4QC: Application of Classical and Quantum-Hybrid Machine Learning for Financial Fraud Detection A Technical Report
by: Cardaioli, Matteo, et al.
Published: (2025)
by: Cardaioli, Matteo, et al.
Published: (2025)
Modeling Insider Filing Delays in Financial Markets with an Interpretable XGBoost Framework
by: Huang, Cheng, et al.
Published: (2025)
by: Huang, Cheng, et al.
Published: (2025)
BrainTAP: Brain Disorder Prediction with Adaptive Distill and Selective Prior Integration
by: Lei, Zhenyu, et al.
Published: (2026)
by: Lei, Zhenyu, et al.
Published: (2026)
MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model
by: Liu, Zhiwei, et al.
Published: (2026)
by: Liu, Zhiwei, et al.
Published: (2026)
GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection
by: Kadam, Prashank
Published: (2024)
by: Kadam, Prashank
Published: (2024)
Physics-Inspired Spatial Temporal Graph Neural Networks for Predicting Industrial Chain Resilience
by: Wang, Bicheng, et al.
Published: (2025)
by: Wang, Bicheng, et al.
Published: (2025)
Interpretable Machine Learning Models for Predicting the Next Targets of Activist Funds
by: Kim, Minwu, et al.
Published: (2024)
by: Kim, Minwu, et al.
Published: (2024)
Enhancing Financial Fraud Detection with Human-in-the-Loop Feedback and Feedback Propagation
by: Kadam, Prashank
Published: (2024)
by: Kadam, Prashank
Published: (2024)
MORE-Stress: Model Order Reduction based Efficient Numerical Algorithm for Thermal Stress Simulation of TSV Arrays in 2.5D/3D IC
by: Zhu, Tianxiang, et al.
Published: (2024)
by: Zhu, Tianxiang, et al.
Published: (2024)
Beyond the Black Box: Interpretability of LLMs in Finance
by: Tatsat, Hariom, et al.
Published: (2025)
by: Tatsat, Hariom, et al.
Published: (2025)
Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions
by: Liu, Yen-Ku, et al.
Published: (2025)
by: Liu, Yen-Ku, et al.
Published: (2025)
NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance
by: Su, Huan-Yi, et al.
Published: (2024)
by: Su, Huan-Yi, et al.
Published: (2024)
Transforming Credit Guarantee Schemes with Distributed Ledger Technology
by: Leo, Sabrina, et al.
Published: (2024)
by: Leo, Sabrina, et al.
Published: (2024)
Multiagent Reinforcement Learning Enhanced Decision-making of Crew Agents During Floor Construction Process
by: Yang, Bin, et al.
Published: (2024)
by: Yang, Bin, et al.
Published: (2024)
Ensemble Methodology:Innovations in Credit Default Prediction Using LightGBM, XGBoost, and LocalEnsemble
by: Zhu, Mengran, et al.
Published: (2024)
by: Zhu, Mengran, et al.
Published: (2024)
Lost in Siting: The Hidden Carbon Cost of Inequitable Residential Solar Installations
by: Sigrist, Cooper, et al.
Published: (2025)
by: Sigrist, Cooper, et al.
Published: (2025)
Implicit differentiation with second-order derivatives and benchmarks in finite-element-based differentiable physics
by: Xue, Tianju
Published: (2025)
by: Xue, Tianju
Published: (2025)
An Artificial Intelligence Approach for Interpreting Creative Combinational Designs
by: Chen, Liuqing, et al.
Published: (2024)
by: Chen, Liuqing, et al.
Published: (2024)
Finetuning Large Language Model as an Effective Symbolic Regressor
by: Hua, Yingfan, et al.
Published: (2025)
by: Hua, Yingfan, et al.
Published: (2025)
Similar Items
-
Enhancing Credit Card Fraud Detection A Neural Network and SMOTE Integrated Approach
by: Zhu, Mengran, et al.
Published: (2024) -
Crisis-Bench: Benchmarking Strategic Ambiguity and Reputation Management in Large Language Models
by: Lin, Cooper, et al.
Published: (2026) -
MMFCTUB: Multi-Modal Financial Credit Table Understanding Benchmark
by: Yakun, Cui, et al.
Published: (2026) -
HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong
by: Han, Sirui, et al.
Published: (2025) -
An Integrated Machine Learning and Deep Learning Framework for Credit Card Approval Prediction
by: Tong, Kejian, et al.
Published: (2024)