Responsible AI

Beyond Binary: Towards Embracing Complexities in Cyberbullying Detection and Intervention - a Position Paper COLING 2024 Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL 2024 Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024 BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs EMNLP 2024 Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency NeurIPS 2024 Bias Bluff Busters at FIGNEWS 2024 Shared Task: Developing Guidelines to Make Bias Conscious ACL 2024 Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract) AAAI 2024 Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024 Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs ICLR 2024 BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024 BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens NeurIPS 2024 Black-Box Forgetting NeurIPS 2024 Boosting Alignment for Post-Unlearning Text-to-Image Generative Models NeurIPS 2024 Building Socially-Equitable Public Models ICML 2024 Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Education AAAI 2024 Bypassing LLM Watermarks with Color-Aware Substitutions ACL 2024 C3PA: An Open Dataset of Expert-Annotated and Regulation-Aware Privacy Policies to Enable Scalable Regulatory Compliance Audits EMNLP 2024 Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment NeurIPS 2024 Calibrating Reasoning in Language Models with Internal Consistency NeurIPS 2024 Can AI Relate: Testing Large Language Model Response for Mental Health Support EMNLP 2024 Can Language Model Moderators Improve the Health of Online Discourse? NAACL 2024 Can LLM be a Personalized Judge? EMNLP 2024 Can LLM-Generated Misinformation Be Detected? ICLR 2024 Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models EMNLP 2024 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024