Responsible AI

ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models ACL 2024 Constrained Diffusion Models via Dual Training NeurIPS 2024 Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models EMNLP 2024 CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation EMNLP 2024 Corpus Considerations for Annotator Modeling and Scaling NAACL 2024 CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference EMNLP 2024 Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024 Course-Correction: Safety Alignment Using Synthetic Preferences EMNLP 2024 C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models ICML 2024 Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias NeurIPS 2024 Cross-Task Defense: Instruction-Tuning LLMs for Content Safety NAACL 2024 Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting EMNLP 2024 CulturePark: Boosting Cross-cultural Understanding in Large Language Models NeurIPS 2024 CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models NAACL 2024 Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024 Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP 2024 Data Efficient Paradigms for Personalized Assessment of Black-Box Taskable AI Systems AAAI 2024 Data-mining and Extraction: the gold rush of AI on Indigenous Languages EACL 2024 Data Ownership and Privacy in Personalized AI Models in Assistive Healthcare IJCAI 2024 Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition NeurIPS 2024 Debiasing Algorithm through Model Adaptation ICLR 2024 Debiasing Large Language Models with Structured Knowledge ACL 2024 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 Decoding Ableism in Large Language Models: An Intersectional Approach EMNLP 2024 Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression ICML 2024