COOKING RECIPE GENERATION USING BART - BRIO

Abstract

The thesis "Creating recipes using BART - BRIO" is built to suggest creative dishes from ingredients to users. The system based on BARTpho uses the BRIO training technique, called BARTpho-BRIO. BRIO assumes a non-deterministic probability distribution to reduce the model's dependence on reference instructions andenhancemodel performance during inference. The model been experimented on the CookingVN-recipe dataset built by us, including 27,024 different recipes. TheROUGE-1, ROUGE-2, and ROUGE-L scores of 70.18, 31.80, and55.33, respectively.