Responsible AI

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 2024 TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation EMNLP 2024 ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models EMNLP 2024 ToonerGAN: Reinforcing GANs for Obfuscating Automated Facial Indexing CVPR 2024 To Share or Not to Share: What Risks Would Laypeople Accept to Give Sensitive Data to Differentially-Private NLP Systems? COLING 2024 Towards Aligning Language Models with Textual Feedback EMNLP 2024 Towards a Principle-based Framework for Assessing the Contribution of Formulas on the Conflicts of Knowledge Bases IJCAI 2024 Towards Automated Evaluation of Knowledge Encoded in Large Language Models COLING 2024 Towards Healthy AI: Large Language Models Need Therapists Too NAACL 2024 Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions EMNLP 2024 Towards Measuring and Modeling “Culture” in LLMs: A Survey EMNLP 2024 Towards Responsible Speech Processing Interspeech 2024 Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024 Towards Tool Use Alignment of Large Language Models EMNLP 2024 Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models ACL 2024 Towards Understanding Sycophancy in Language Models ICLR 2024 Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness ACL 2024 TraceableSpeech: Towards Proactively Traceable Text-to-Speech with Watermarking Interspeech 2024 Training Socially Aligned Language Models on Simulated Social Interactions ICLR 2024 Transforming and Combining Rewards for Aligning Large Language Models ICML 2024 Transforming Healthcare: A Comprehensive Approach to Mitigating Bias and Fostering Empathy through AI-Driven Augmented Reality AAAI 2024 Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework COLING 2024 Trustworthy Machine Learning under Imperfect Data IJCAI 2024 ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024 Unbiased Watermark for Large Language Models ICLR 2024