Risk Management

Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation NeurIPS 2024 EX-Graph: A Pioneering Dataset Bridging Ethereum and X ICLR 2024 Fairness without Harm: An Influence-Guided Active Sampling Approach NeurIPS 2024 Fast yet Safe: Early-Exiting with Risk Control NeurIPS 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024 FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024 Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? EMNLP 2024 Flatness-Aware Gradient Descent for Safe Conversational AI NAACL 2024 Fraud Risk Mitigation in Real-Time Payments: A Strategic Agent-Based Analysis IJCAI 2024 FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection NeurIPS 2024 Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting IJCAI 2024 Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024 Generating Benchmarks for Factuality Evaluation of Language Models EACL 2024 Grounding LLMs to In-prompt Instructions: Reducing Hallucinations Caused by Static Pre-training Knowledge COLING 2024 GuardBench: A Large-Scale Benchmark for Guardrail Models EMNLP 2024 High Probability and Risk-Averse Guarantees for a Stochastic Accelerated Primal-Dual Method JMLR 2024 How Does Unlabeled Data Provably Help Out-of-Distribution Detection? ICLR 2024 Human Feedback is not Gold Standard ICLR 2024 Identifying the Risks of LM Agents with an LM-Emulated Sandbox ICLR 2024 ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms ICLR 2024 Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses NeurIPS 2024 Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms AAAI 2024 Improving Industrial Safety by Auto-Generating Case-specific Preventive Recommendations EMNLP 2024 Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024 INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition Interspeech 2024