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y437li edited this page Jun 20, 2020 · 35 revisions

SimpleTransformers

Teaser --> User journey with tweets, product reviews, customer service

Structure

  1. Kaggle Challenge --> What was it about?

  2. What are transformers and SimpleTransformers? Why are these important? (brief content)

  3. Text extraction, question answering and sentiment extraction (transfer learning)

  4. Tutorial

  5. Advanced Techniques Link to Tensorflow approach: https://github.com/DianaMoyano1/NLP-Sentiment_Extraction_Challenge/blob/master/Landis_Roberta_Tensorflow.ipynb

  6. Key Insights

  7. Lessons Learned and Best Practices

  8. Resources

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