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AI Safety

2972 directly classified papers

Papers per year

Papers

Covert Bias: The Severity of Social Views’ Unalignment in Language Models Towards Implicit and Explicit Opinion EMNLP 2024
Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios EMNLP 2024
Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning EMNLP 2024
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions EMNLP 2024
LLM Internal States Reveal Hallucination Risk Faced With a Query EMNLP 2024
Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection EMNLP 2024
Virtual Context Enhancing Jailbreak Attacks with Special Token Injection EMNLP 2024
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding EMNLP 2024
Self-Evolution Fine-Tuning for Policy Optimization EMNLP 2024
LLMGuard: Guarding against Unsafe LLM Behavior AAAI 2024
Evaluating AI Red Teaming’s Readiness to Address Environmental Harms: A Thematic Analysis of LLM Discourse AAAI 2024
Autonomous Policy Explanations for Effective Human-Machine Teaming AAAI 2024
The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning AAAI 2024
Dr. R.O. Bott Will See You Now: Exploring AI for Wellbeing with Middle School Students AAAI 2024
Detecting AI-Generated Code Assignments Using Perplexity of Large Language Models AAAI 2024
Visual Adversarial Examples Jailbreak Aligned Large Language Models AAAI 2024
SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models AAAI 2024
MathAttack: Attacking Large Language Models towards Math Solving Ability AAAI 2024
Preference Ranking Optimization for Human Alignment AAAI 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents NIPS 2024
Normative Testimony and Belief Functions: A Formal Theory of Norm Learning IJCAI 2024
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users NIPS 2024
Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection NIPS 2024
LLM Evaluators Recognize and Favor Their Own Generations NIPS 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs NIPS 2024