Responsible AI

Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach EMNLP 2024 DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts SemEval 2024 Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM ACL 2024 Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models NeurIPS 2024 Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation NAACL 2024 DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING ICLR 2024 Detecting and Preventing Hallucinations in Large Vision Language Models AAAI 2024 DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios NeurIPS 2024 DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024 Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning EMNLP 2024 Differentially Private Natural Language Models: Recent Advances and Future Directions EACL 2024 Differentially Private Post-Processing for Fair Regression ICML 2024 Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NeurIPS 2024 Discovering and Mitigating Indirect Bias in Attention-Based Model Explanations NAACL 2024 Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness ACL 2024 Disparate Impact on Group Accuracy of Linearization for Private Inference ICML 2024 Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024 Distract Large Language Models for Automatic Jailbreak Attack EMNLP 2024 Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract) AAAI 2024 DiversityMedQA: A Benchmark for Assessing Demographic Biases in Medical Diagnosis using Large Language Models EMNLP 2024 Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models EMNLP 2024 DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text ICLR 2024 Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study NeurIPS 2024 Do Large Language Models Understand Mansplaining? Well, Actually... COLING 2024 Do LLMs Know to Respect Copyright Notice? EMNLP 2024