HuggingFace's Transformers framework trains and uses models for intent recognition and entity extraction

Sep 5, 2025 · 3 min read · Processing Workflow for Intent Classification and Entity Extraction Using the Transformers Framework 1. Standard Training Data Structure The training data should be organized in the following JSON format: { "intent_name": [ { ...