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AI Safety

3,026 papers

Papers per year

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Papers

Here’s a Free Lunch: Sanitizing Backdoored Models with Model Merge ACL 2024
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards ACL 2024
Defending LLMs against Jailbreaking Attacks via Backtranslation ACL 2024
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models ACL 2024
Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation ACL 2024
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024
Reinforcement Learning-Driven LLM Agent for Automated Attacks on LLMs ACL 2024
An Analysis of Tasks and Datasets in Peer Reviewing ACL 2024
Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ACL 2024
Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations AISTATS 2024
Adaptive Experiment Design with Synthetic Controls AISTATS 2024
Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions AISTATS 2024
Taming False Positives in Out-of-Distribution Detection with Human Feedback AISTATS 2024
Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games AISTATS 2024
Learning Safety Constraints from Demonstrations with Unknown Rewards AISTATS 2024
Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024
Formal Verification of Unknown Stochastic Systems via Non-parametric Estimation AISTATS 2024
How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability AISTATS 2024
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems AISTATS 2024
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks AISTATS 2024
Tight Verification of Probabilistic Robustness in Bayesian Neural Networks AISTATS 2024
ADEA: An Argumentative Dialogue Dataset on Ethical Issues Concerning Future A.I. Applications COLING 2024
Backdoor NLP Models via AI-Generated Text COLING 2024
Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medical Hallucination Evaluation COLING 2024
How Susceptible Are LLMs to Logical Fallacies? COLING 2024