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AI Safety

2972 directly classified papers

Papers per year

Papers

Learning to Rewrite: Generalized LLM-Generated Text Detection ACL 2025
Biased LLMs can Influence Political Decision-Making ACL 2025
LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025
AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection ACL 2025
VLSBench: Unveiling Visual Leakage in Multimodal Safety ACL 2025
Exploiting the Shadows: Unveiling Privacy Leaks through Lower-Ranked Tokens in Large Language Models ACL 2025
PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025
InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes Under Herd Behavior ACL 2025
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration ACL 2025
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025
Improving Factuality with Explicit Working Memory ACL 2025
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025
Jailbreaking? One Step Is Enough! ACL 2025
Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models ACL 2025
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025
Can LLMs Ground when they (Don’t) Know: A Study on Direct and Loaded Political Questions ACL 2025
Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025
TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis ACL 2025
Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ACL 2025
Why Safeguarded Ships Run Aground? Aligned Large Language Models’ Safety Mechanisms Tend to Be Anchored in The Template Region ACL 2025
How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025
M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ACL 2025
Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025
Do not Abstain! Identify and Solve the Uncertainty ACL 2025
Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025