配方
计算机科学
领域(数学)
人工智能
深度学习
自然语言处理
数学
化学
食品科学
纯数学
作者
Mansi Goel,Pallab Chakraborty,Vijay Ponnaganti,Minnet Khan,Sritanaya Tatipamala,Aakanksha Saini,Ganesh Bagler
标识
DOI:10.1109/icdew55742.2022.00022
摘要
Due to availability of a large amount of cooking recipes online, there is a growing interest in using this as data to create novel recipes. Novel Recipe Generation is a problem in the field of Natural Language Processing in which our main interest is to generate realistic, novel cooking recipes. To come up with such novel recipes, we trained various Deep Learning models such as LSTMs and GPT-2 with a large amount of recipe data. We present Ratatouille (https://cosylab.iiitd.edu.in/ratatouille2/), a web based application to generate novel recipes.
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