Based on Jeremy’s notebook on Kaggle - Getting Started with NLP for absolute beginners, I tried replicating the same approach on the dataset Women’s Clothing Reviews to determine if a customer will recommend the product based on clothing reviews.
Kaggle Notebook: getting-started-with-nlp-womens-clothing-reviews | Kaggle
Approach
Using the text fields alone such as title and review, trained a deberta-v3-small transformer model to predict the output.
Next Steps
- This is a rich dataset consisting of both text, categorical and numerical fields and will be experimenting with some of the ideas shared in this topic Tabular Model with NLP Text features