How to Build a Multi-label NLP Classifier from Scratch

Written by michael-li | Published 2020/02/06
Tech Story Tags: machine-learning | nlp | artificial-intelligence | education | kaggle | natural-language-processing | data-science | nlp-classifier

TLDR Kaggle is a good place to learn and practice your Machine Learning skills. It’s also a great place to find the proper dataset for your learning projects. We’ll use transfer learning for this task, to do that, we'll use a pre-trained model based on Wikipedia. To achieve the best results, we’d need to ‘fine-tune’ the model to make it learn a bit from our ‘comments’ dataset. Once the language model is fine-tuned, we can then use it to further do our classification task.via the TL;DR App

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Written by michael-li | | Product Manager | Machine Learning Practitioner | UI/UX Designer/Preacher | Full-Stack Developer |
Published by HackerNoon on 2020/02/06