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Text Summarizer

Seq2Seq Model

Nowadays, in every field, feedbacks are necessary. If someone's review/feedback is very long and descriptive, it will be time-consuming to analyze it manually. So what this application does, it takes the review as an input and generates the summary of few words.

Datasets

I've trained the model on Amazon Fine Food Reviews dataset, you can to download the dataset from here.

You can also train you model to generate the headlines of the news articles link

Dependencies

  • nltk
  • re
  • numpy
  • pandas
  • tensorflow
  • keras

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Seq2Seq Model

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