Responsible AI

Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024 Revisiting the Classics: A Study on Identifying and Rectifying Gender Stereotypes in Rhymes and Poems COLING 2024 Revisiting the Robustness of Watermarking to Paraphrasing Attacks EMNLP 2024 Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024 Reward Modeling Requires Automatic Adjustment Based on Data Quality EMNLP 2024 Risk-Averse Fine-tuning of Large Language Models NeurIPS 2024 Robust Evaluation Measures for Evaluating Social Biases in Masked Language Models AAAI 2024 ROSE Doesn’t Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding ACL 2024 RuBia: A Russian Language Bias Detection Dataset COLING 2024 SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024 Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models NeurIPS 2024 Safer-Instruct: Aligning Language Models with Automated Preference Data NAACL 2024 SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset NeurIPS 2024 Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations EMNLP 2024 SafetyBench: Evaluating the Safety of Large Language Models ACL 2024 Safety of Multimodal Large Language Models on Images and Text IJCAI 2024 SafeWorld: Geo-Diverse Safety Alignment NeurIPS 2024 SaGE: Evaluating Moral Consistency in Large Language Models COLING 2024 SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models ACL 2024 Sandwich attack: Multi-language Mixture Adaptive Attack on LLMs NAACL 2024 SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024 SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ACL 2024 Selective Interpretable and Motion Consistent Privacy Attribute Obfuscation for Action Recognition CVPR 2024 Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation ICML 2024 Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation CVPR 2024