Description Guided Zero-Shot Labeling for NLP Applications

Using LLM

Photo by Christopher Burns on Unsplash

Zero-shot Labeling using LLM such as GPT is a promising approach to quickly create training data with minimal human input. It enables training AI systems without needing to manually label the entire dataset. However, one of the disadvtanage of this approach is accurate classification of complex and ambiguous entities.