Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model

Qing Wan, Yoonsuck Choe

Consider a natural language sentence describing a specific step in a food recipe. In such instructions, recognizing actions (such as press, bake, etc.) and the resulting changes in…