Deep Learning Practice for NLP: Large Movie Review Data Sentiment Analysis from Scratch

Deep Learning with Python is a very good book recently I have read: Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher … Continue reading →

fastText for Fast Sentiment Analysis

fastText is a Library for fast text representation and classification which recently launched by facebookresearch team. The related papers are “Enriching Word Vectors with Subword Information” and “Bag of Tricks for Efficient Text Classification“. I’m very interested in the text … Continue reading →

Dive Into NLTK, Part IX: From Text Classification to Sentiment Analysis

This is the ninth article in the series “Dive Into NLTK“, here is an index of all the articles in the series that have been published to date: Part I: Getting Started with NLTK Part II: Sentence Tokenize and Word … Continue reading →

Dive Into NLTK, Part VIII: Using External Maximum Entropy Modeling Libraries for Text Classification

This is the eighth article in the series “Dive Into NLTK“, here is an index of all the articles in the series that have been published to date: Part I: Getting Started with NLTK Part II: Sentence Tokenize and Word … Continue reading →