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UppuluriKalyani / ML-Nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!
https://ml-nexus.vercel.app/
MIT License
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TensorFlow roBERTa - Unsupervised Text Selection #761

Open inkerton opened 2 weeks ago

inkerton commented 2 weeks ago

Is your feature request related to a problem? Please describe. I would like to add TensorFlow roBERTa - Unsupervised Text Selection notebook in the repo.

Describe the Project you'd like this notebook does not use selected_text. This notebook only uses the columns text and sentiment. We train a roBERTa model to predict sentiment (pos, neg, neu) from Tweet text achieving 80% accuracy. We then display what part of the text was influencial in deciding whether the text was postive, negative, or neutral. This is unsupervised learning because we are learning the selected_text without using the selected_text.

This unsupervised DL notebook is inspired by Nick's awesome unsupervised ML notebook here and it's similar to my previous unsupervised DL notebook for image recognition here

github-actions[bot] commented 2 weeks ago

Thanks for creating the issue in ML-Nexus!🎉 Before you start working on your PR, please make sure to: