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RecipeNLG: Dataset for Recipe Generation by Rohit Roy is a document available to read on EtoBox.

What is RecipeNLG: Dataset for Recipe Generation about?

The document introduces RecipeNLG, a new dataset of over 2 million cooking recipes collected from the web. It aims to address the lack of large-scale, semi-structured text datasets needed to train neural models for generating recipes. The dataset collection and cleaning process is described. An experiment is presented where a GPT-2 model is fine-tuned on the dataset to generate new recipes based on ingredient inputs. Multiple evaluation metrics are used to compare the generated recipes to real recipes.

Author

Rohit Roy

Language

EN