Ratatouille: A tool for Novel Recipe Generation
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arXiv
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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2022
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| _version_ | 1866911785075867648 |
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| author | Goel, Mansi Chakraborty, Pallab Ponnaganti, Vijay Khan, Minnet Tatipamala, Sritanaya Saini, Aakanksha Bagler, Ganesh |
| author_facet | Goel, Mansi Chakraborty, Pallab Ponnaganti, Vijay Khan, Minnet Tatipamala, Sritanaya Saini, Aakanksha Bagler, Ganesh |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2206_08267 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | Ratatouille: A tool for Novel Recipe Generation Goel, Mansi Chakraborty, Pallab Ponnaganti, Vijay Khan, Minnet Tatipamala, Sritanaya Saini, Aakanksha Bagler, Ganesh Computation and Language 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. |
| title | Ratatouille: A tool for Novel Recipe Generation |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2206.08267 |