Real-World Natural Language Processing

This repository contains example code for the book "Real-World Natural Language Processing."

AllenNLP (2.5.0 or above) is required to run the example code in this repository.

Examples included in this repository:

• Sentiment analysis (LSTM) [blog article] [Colab notebook]
• Sentiment analysis (CNN) [Colab notebook]
• Sentiment analysis (with BERT) [AllenNLP config]
• Language detector [Colab notebook]
• Part-of-speech tagging [blog article] [Colab notebook]
• Named entity recognition (NER) [Colab notebook]
• Language generation [Colab notebook (LSTM)] [Colab notebook (Transformers)]