In this week’s digest I am posting NLP related articles.
Detecting Sarcasm with Deep Convolutional Neural Networks: This article talks about a paper from 2017 that used Twitter data to build a deep learning model for sarcasm detection. I found that there is another more recent paper [PDF] that does sarcasm detection.
An NLP Approach to Mining Online Reviews using Topic Modeling (with Python codes): This is a simple tutorial that does topic modeling on online reviews. The best part about this article is that the author provides full Python code. He is using
nltk and to me a new library
pyLDAvis for LDA visualization.
Natural Language Processing Nuggets: Getting Started with NLP: This is another KD Nuggets article. I think this is a nice tutorial that clarifies the terms commonly used in NLP.