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

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