Fairness, Accountability, and Transparency In Prompts

Debiasing using prompts

1. MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event Detection

2. Debiasing Vision-Language Models via Biased Prompts

3. Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts

4. A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning

5. Debiasing Scores and Prompts of 2D Diffusion for Robust Text-to-3D Generation

6. (good) Understanding Stereotypes in Language Models: Towards Robust Measurement and Zero-Shot Debiasing

7. Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP

Hallucinations

1. (very good) understanding LLM hallucinations