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Development Division

Vijay

• Prompt Parser
• Dataset Retriever
  • Retrieves from PapersWithCode.
  • Modify this component to search against HuggingFace.
• Model Selector
  • HuggingFace AutoTrain

Chenyang

• Dataset Generator
• Trainer
• Evaluator

Demo Creator, Gradio (Vijay/Chenyang)

Approaches to the Parser

1. Assume everything is text-to-text generation.
2. Have the user explicitly specify what to output
   • Sequence of text
   • Span prediction
   • Classification
3. Use GPT-3 to parse the prompt automatically.