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Risk Management

1,064 papers

Papers per year

2
6
121
135
'10
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'25

Papers

Just One is Enough: An Existence-based Alignment Check for Robust Japanese Pronunciation Estimation EMNLP 2025
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025
A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction EMNLP 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
LLMs are Privacy Erasable EMNLP 2025
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025
ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025
DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025
Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025
Localizing Malicious Outputs from CodeLLM EMNLP 2025
SecDecoding: Steerable Decoding for Safer LLM Generation EMNLP 2025
Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025
Estimating Machine Translation Difficulty EMNLP 2025
Tagged Span Annotation for Detecting Translation Errors in Reasoning LLMs EMNLP 2025
OD-RASE: Ontology-Driven Risk Assessment and Safety Enhancement for Autonomous Driving ICCV 2025
Diffusion Epistemic Uncertainty with Asymmetric Learning for Diffusion-Generated Image Detection ICCV 2025
CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks ICCV 2025
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection ICCV 2025
Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025
Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models IJCAI 2025
SPoRt - Safe Policy Ratio: Certified Training and Deployment of Task Policies in Model-Free RL IJCAI 2025
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting IJCAI 2025
Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction IJCAI 2025
Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments IJCAI 2025