471 citations · 880 across the 18 of their papers we have counts for
23 papers
The Digital Sous Chef -- A Comparative Study on Fine-Tuning Language Models for Recipe Generation
Shubham Pundhir, Ganesh Bagler
We established a rigorous benchmark for text-based recipe generation, a fundamental task in natural language generation. We present a comprehensive comparative study contrasting a…
Deep Learning Based Named Entity Recognition Models for Recipes
Mansi Goel, Ayush Agarwal, Shubham Agrawal +6
Food touches our lives through various endeavors, including flavor, nourishment, health, and sustainability. Recipes are cultural capsules transmitted across generations via unstru…
Cultural context shapes the carbon footprints of recipes
Mansi Goel, Vishva Nathavani, Smit Dharaiya +3
Food systems are responsible for a third of global anthropogenic greenhouse gas emissions central to global warming and climate change. Increasing awareness of the environmental im…
Dish detection in food platters: A framework for automated diet logging and nutrition management
Mansi Goel, Shashank Dargar, Shounak Ghatak +15
Diet is central to the epidemic of lifestyle disorders. Accurate and effortless diet logging is one of the significant bottlenecks for effective diet management and calorie restric…
A generative grammar of cooking
Ganesh Bagler
Cooking is a uniquely human endeavor for transforming raw ingredients into delicious dishes. Over centuries, cultures worldwide have evolved diverse cooking practices ingrained in…
Ratatouille: A tool for Novel Recipe Generation
Mansi Goel, Pallab Chakraborty, Vijay Ponnaganti +4
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…