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.
@article{arxiv.2206.08267,
title = {Ratatouille: A tool for Novel Recipe Generation},
author = {Mansi Goel and Pallab Chakraborty and Vijay Ponnaganti and Minnet Khan and Sritanaya Tatipamala and Aakanksha Saini and Ganesh Bagler},
journal= {arXiv preprint arXiv:2206.08267},
year = {2024}
}
Comments
4 pages, 5 figures, 38th IEEE International Conference on Data Engineering, DECOR Workshop