Microsoft Responsible AI Toolbox
Published:
Responsible AI Toolbox is a suite of tools providing a collection of model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
Contributions
- Model Evaluation: Added model evaluation tools for generative text models, including metrics like coherence, equivalence, fluency, groundedness, and relevance with a GPT-4 backend.
- Output Explanation: Developed a tool for explaining outputs of black-box generative text models by implementing explainers developed by Microsoft Research.