Ganesh Bagler — accepted AI-conference papers

2024

Deep Learning Based Named Entity Recognition Models for Recipes

Ayush Agarwal, Janak Kapuriya, Shubham Agrawal, Akhil Vamshi Konam, Mansi Goel, Rishabh Gupta +3

COLING 2024main

Food touches our lives through various endeavors, including flavor, nourishment, health, and sustainability. Recipes are cultural capsules transmitted across generations via unstructured text. Automated protocols for recognizing named entities, the building blocks of recipe text, are of immense valu…

Cited by 11 Source ↗PDF ↗Scholar ↗

2020

Building Hierarchically Disentangled Language Models for Text Generation with Named Entities

Yash Agarwal, Devansh Batra, Ganesh Bagler

COLING 2020main

Named entities pose a unique challenge to traditional methods of language modeling. While several domains are characterised with a high proportion of named entities, the occurrence of specific entities varies widely. Cooking recipes, for example, contain a lot of named entities — viz. ingredients, c…

Cited by 7 Source ↗PDF ↗Scholar ↗