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Risk Management

1053 directly classified papers

Papers per year

Papers

RipAlert: A Future-Frame-Aware Framework for Rip Current Forecasting and Early Alerting AAAI 2026
Controllable Financial Market Generation with Diffusion Guided Meta Agent AAAI 2026
Hallucinations at the Firewall AAAI 2026
COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees AAAI 2026
Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation AAAI 2026
Confidence Through Parallel Attention for Depth and Uncertainty Estimation in Dynamic Environments WACV 2026
SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning WACV 2026
How Many Ratings per Item are Necessary for Reliable Significance Testing? EACL 2026
How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages EACL 2026
Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios EACL 2026
Balancing Fluency and Adherence: Hybrid Fallback Term Injection in Low-Resource Terminology Translation EACL 2026
Beyond Single Transactions: D-EMAML---Dual-Edge Motif Neural Networks for Enhanced Anti-Money Laundering Detection AAAI 2026
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025
A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025
Personalized Preference Fine-tuning of Diffusion Models CVPR 2025
Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025
PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks CVPR 2025
A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction EMNLP 2025
Solving Robust Markov Decision Processes: Generic, Reliable, Efficient AAAI 2025
Evaluating Index-based Treatment Allocation in Underresourced Communities AAAI 2025
Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments IJCAI 2025