{"total":81,"rows":[{"id":"2402.12659","title":"FinBen: A Holistic Financial Benchmark for Large Language Models","created":"2024-02-20","cited_by_count":141,"area":null},{"id":"2312.03718","title":"Large Language Models in Law: A Survey","created":"2023-11-26","cited_by_count":128,"area":null},{"id":"2310.19775","title":"Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions","created":"2023-10-30","cited_by_count":125,"area":null},{"id":"2301.12867","title":"Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity","created":"2023-01-30","cited_by_count":89,"area":"safety"},{"id":"2206.01254","title":"Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations","created":"2022-06-02","cited_by_count":77,"area":null},{"id":"2401.00423","title":"MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting","created":"2023-12-31","cited_by_count":50,"area":null},{"id":"2405.14767","title":"FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models","created":"2024-05-23","cited_by_count":40,"area":"agents"},{"id":"2401.03717","title":"Universal Time-Series Representation Learning: A Survey","created":"2024-01-08","cited_by_count":30,"area":null},{"id":"2504.16506","title":"A Comprehensive Survey of Synthetic Tabular Data Generation","created":"2025-04-23","cited_by_count":28,"area":"diffusion"},{"id":"2401.11750","title":"AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity","created":"2024-01-22","cited_by_count":25,"area":null},{"id":"2405.15476","title":"Editable Concept Bottleneck Models","created":"2024-05-24","cited_by_count":23,"area":null},{"id":"2504.08758","title":"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation","created":"2025-03-30","cited_by_count":23,"area":"rag"},{"id":"2501.12868","title":"As Confidence Aligns: Exploring the Effect of AI Confidence on Human Self-confidence in Human-AI Decision Making","created":"2025-01-22","cited_by_count":19,"area":null},{"id":"2502.07663","title":"Human Decision-making is Susceptible to AI-driven Manipulation","created":"2025-02-11","cited_by_count":19,"area":null},{"id":"2502.06774","title":"ENFORCE: Nonlinear Constrained Learning with Adaptive-depth Neural Projection","created":"2025-02-10","cited_by_count":17,"area":null},{"id":"2509.23988","title":"LLM/Agent-as-Data-Analyst: A Survey","created":"2025-09-28","cited_by_count":16,"area":"agents"},{"id":"2407.02112","title":"A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data","created":"2024-07-02","cited_by_count":15,"area":null},{"id":"2405.10729","title":"Contestable AI needs Computational Argumentation","created":"2024-05-17","cited_by_count":13,"area":null},{"id":"2411.09973","title":"Establishing and Evaluating Trustworthy AI: Overview and Research Challenges","created":"2024-11-15","cited_by_count":12,"area":null},{"id":"2504.06771","title":"AI, Help Me Think$\\unicode{x2014}$but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support","created":"2025-04-09","cited_by_count":12,"area":"lr"},{"id":"2308.01915","title":"LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study","created":"2023-07-05","cited_by_count":9,"area":null},{"id":"2407.03689","title":"Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models","created":"2024-07-04","cited_by_count":9,"area":null},{"id":"2504.12529","title":"Is Trust Correlated With Explainability in AI? A Meta-Analysis","created":"2025-04-16","cited_by_count":8,"area":null},{"id":"2510.15232","title":"FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain","created":"2025-10-17","cited_by_count":8,"area":null},{"id":"2312.01818","title":"Hybrid Approaches for Moral Value Alignment in AI Agents: a Manifesto","created":"2023-12-04","cited_by_count":7,"area":"agents"},{"id":"2506.03954","title":"HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark","created":"2025-06-04","cited_by_count":7,"area":null},{"id":"2202.09064","title":"Can Interpretable Reinforcement Learning Manage Prosperity Your Way?","created":"2022-02-18","cited_by_count":6,"area":null},{"id":"2308.06100","title":"Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation","created":"2023-08-11","cited_by_count":6,"area":null},{"id":"2308.16538","title":"The AI Revolution: Opportunities and Challenges for the Finance Sector","created":"2023-08-31","cited_by_count":6,"area":null},{"id":"2410.15653","title":"Opportunities and Challenges of Generative-AI in Finance","created":"2024-10-21","cited_by_count":6,"area":null},{"id":"2502.13751","title":"RobustX: Robust Counterfactual Explanations Made Easy","created":"2025-02-19","cited_by_count":6,"area":null},{"id":"2208.08279","title":"Error Parity Fairness: Testing for Group Fairness in Regression Tasks","created":"2022-08-16","cited_by_count":5,"area":null},{"id":"2401.09475","title":"Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs","created":"2024-01-13","cited_by_count":5,"area":null},{"id":"2302.09551","title":"Auto.gov: Learning-based Governance for Decentralized Finance (DeFi)","created":"2023-02-19","cited_by_count":4,"area":null},{"id":"2412.03527","title":"FANAL -- Financial Activity News Alerting Language Modeling Framework","created":"2024-12-04","cited_by_count":4,"area":null},{"id":"2505.05237","title":"Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning","created":"2025-05-08","cited_by_count":4,"area":null},{"id":"2109.11871","title":"Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation","created":"2021-09-24","cited_by_count":3,"area":null},{"id":"2401.10765","title":"Starlit: Privacy-Preserving Federated Learning to Enhance Financial Fraud Detection","created":"2024-01-19","cited_by_count":3,"area":null},{"id":"2406.03614","title":"Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs","created":"2024-06-05","cited_by_count":3,"area":null},{"id":"2406.08959","title":"Beyond Recommendations: From Backward to Forward AI Support of Pilots' Decision-Making Process","created":"2024-06-13","cited_by_count":3,"area":null},{"id":"2510.12201","title":"On the Design and Evaluation of Human-centered Explainable AI Systems: A Systematic Review and Taxonomy","created":"2025-10-14","cited_by_count":3,"area":null},{"id":"2210.05173","title":"On Explainability in AI-Solutions: A Cross-Domain Survey","created":"2022-10-11","cited_by_count":2,"area":null},{"id":"2305.08778","title":"Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling","created":"2023-05-09","cited_by_count":2,"area":null},{"id":"2311.10051","title":"Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces","created":"2023-11-16","cited_by_count":2,"area":null},{"id":"2403.05541","title":"AI in ESG for Financial Institutions: An Industrial Survey","created":"2024-02-03","cited_by_count":2,"area":null},{"id":"2506.06622","title":"QuantMCP: Grounding Large Language Models in Verifiable Financial Reality","created":"2025-06-07","cited_by_count":2,"area":null},{"id":"2601.00451","title":"Controllable Concept Bottleneck Models","created":"2026-01-01","cited_by_count":2,"area":null},{"id":"2204.09218","title":"Reinforcement Learning with Intrinsic Affinity for Personalized Prosperity Management","created":"2022-04-20","cited_by_count":1,"area":null},{"id":"2205.15187","title":"Do Deep Neural Networks Always Perform Better When Eating More Data?","created":"2022-05-30","cited_by_count":1,"area":null},{"id":"2308.14253","title":"The Promise and Peril of Artificial Intelligence -- Violet Teaming Offers a Balanced Path Forward","created":"2023-08-28","cited_by_count":1,"area":null},{"id":"2410.12418","title":"Chase Anonymisation: Privacy-Preserving Knowledge Graphs with Logical Reasoning","created":"2024-10-16","cited_by_count":1,"area":null},{"id":"2410.19025","title":"Large Language Models for Financial Aid in Financial Time-series Forecasting","created":"2024-10-24","cited_by_count":1,"area":null},{"id":"2506.02071","title":"AI Data Development: A Scorecard for the System Card Framework","created":"2025-06-02","cited_by_count":1,"area":null},{"id":"2508.15825","title":"Enhancing Cryptocurrency Sentiment Analysis with Multimodal Features","created":"2025-08-18","cited_by_count":1,"area":null},{"id":"2512.04339","title":"A Conceptual Model for AI Adoption in Financial Decision-Making: Addressing the Unique Challenges of Small and Medium-Sized Enterprises","created":"2025-12-03","cited_by_count":1,"area":null},{"id":"2603.06317","title":"From Entropy to Calibrated Uncertainty: Training Language Models to Reason About Uncertainty","created":"2026-03-06","cited_by_count":1,"area":"lr"},{"id":"2605.06058","title":"Towards Self-Explainable Document Visual Question Answering with Chain-of-Explanation Predictions","created":"2026-05-07","cited_by_count":1,"area":"mllm"},{"id":"2208.12627","title":"Symbolic Explanation of Affinity-Based Reinforcement Learning Agents with Markov Models","created":"2022-08-26","cited_by_count":0,"area":null},{"id":"2407.14559","title":"Predicting Star Scientists in the Field of Artificial Intelligence: A Machine Learning Approach","created":"2024-07-18","cited_by_count":0,"area":null},{"id":"2407.14573","title":"Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization","created":"2024-07-21","cited_by_count":0,"area":null},{"id":"2411.08583","title":"An Empirical Examination of the Evaluative AI Framework","created":"2024-11-13","cited_by_count":0,"area":null},{"id":"2411.17382","title":"MFF-FTNet: Multi-scale Feature Fusion across Frequency and Temporal Domains for Time Series Forecasting","created":"2024-11-26","cited_by_count":0,"area":null},{"id":"2412.17908","title":"Trading Devil RL: Backdoor attack via Stock market, Bayesian Optimization and Reinforcement Learning","created":"2024-12-23","cited_by_count":0,"area":"deeprl"},{"id":"2502.10398","title":"Practical Application and Limitations of AI Certification Catalogues in the Light of the AI Act","created":"2025-01-20","cited_by_count":0,"area":null},{"id":"2504.03219","title":"From ChatGPT to DeepSeek AI: A Comprehensive Analysis of Evolution, Deviation, and Future Implications in AI-Language Models","created":"2025-04-04","cited_by_count":0,"area":null},{"id":"2504.20250","title":"Financial Data Analysis with Robust Federated Logistic Regression","created":"2025-04-28","cited_by_count":0,"area":null},{"id":"2508.19603","title":"CompLex: Music Theory Lexicon Constructed by Autonomous Agents for Automatic Music Generation","created":"2025-08-27","cited_by_count":0,"area":null},{"id":"2510.05562","title":"Generative Dynamic Graph Representation Learning for Conspiracy Spoofing Detection","created":"2025-10-07","cited_by_count":0,"area":null},{"id":"2510.11164","title":"Beyond single-model XAI: aggregating multi-model explanations for enhanced trustworthiness","created":"2025-10-13","cited_by_count":0,"area":null},{"id":"2510.26905","title":"Cognition Envelopes for Bounded Decision Making in Autonomous UAS Operations","created":"2025-10-30","cited_by_count":0,"area":null},{"id":"2511.19495","title":"A Systematic Study of Compression Ordering for Large Language Models","created":"2025-11-23","cited_by_count":0,"area":"distill"},{"id":"2601.06747","title":"FinForge: Semi-Synthetic Financial Benchmark Generation","created":"2026-01-11","cited_by_count":0,"area":null},{"id":"2601.21095","title":"Responsible AI: The Good, The Bad, The AI","created":"2026-01-28","cited_by_count":0,"area":null},{"id":"2601.22531","title":"Learn from A Rationalist: Distilling Intermediate Interpretable Rationales","created":"2026-01-30","cited_by_count":0,"area":null},{"id":"2602.11159","title":"Explaining AI Without Code: A User Study on Explainable AI","created":"2025-12-28","cited_by_count":0,"area":null},{"id":"2603.18432","title":"MLOW: Interpretable Low-Rank Frequency Magnitude Decomposition of Multiple Effects for Time Series Forecasting","created":"2026-03-19","cited_by_count":0,"area":null},{"id":"2604.08398","title":"ADAPTive Input Training for Many-to-One Pre-Training on Time-Series Classification","created":"2026-04-09","cited_by_count":0,"area":null},{"id":"2605.09310","title":"Beyond ESG Scores: Learning Dynamic Constraints for Sequential Portfolio Optimization","created":"2026-05-10","cited_by_count":0,"area":null},{"id":"2605.27113","title":"High-Quality Synthetic Financial Time-Series using a GAN-Diffusion Framework","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2606.10412","title":"A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis","created":"2026-06-09","cited_by_count":0,"area":"deeprl"},{"id":"2606.11640","title":"TAROT: Task-Adaptive Refinement of LLM-prior Graphs for Few-shot Tabular Learning","created":"2026-06-10","cited_by_count":0,"area":null}],"next_cursor":null}