Natural language processing (NLP) is a subfield of linguistics, computer science, information engineering, and artificial intelligence concerned with the interactions between computers and human (natural) languages, in particular how to program computers to process and analyze large amounts of natural language data.(as per wikipedia)
Speech recognition,document summarization, machine translation, spam detection, named entity recognition, question answering, autocomplete the way gmail does, predictive typing and many more...
[Normalization] of sentence → [Tokenization] → removal of [Stopwords] →
[Stemming and Lemmatization] → [Part of Speech] Tagging →
[Name Entity Recognition] → [Bag of Words TF-IDF](Term-Frequency and Inverse Document Frequency)
- Introduction to Natural Language Processing
- Natural Language Processing is Fun!
- 10 Applications of Artificial Neural Networks in Natural Language Processing
- So, What is NLP?
- BERT/XLNET on colab on self train dataset
- Transformers on colab on self train dataset