0 to 1 for NLP

NLP has grown into a field of wide applications ranging from chatbots to news generation. I started my journey into NLP with standard courses but a majority of my practical learnings came from personal blogs…

Machine Comprehension – 2

[latexpage] I have been interested in exploring the direction of machine comprehension from a long time and the new year seemed just perfect. This post is mostly about discussing the progress we have made to…

Making Amazon Hiring AI Unbiased

Why make an algo? The news of gender-bias in Amazon's hiring algorithm is all over the internet and this has opened a new thread on the topic of interpretability of machine learning models. Let me…

The Data Science of Abuse

Findings suggest that the more men were abused as children, the more they were likely to rape as adults. Let us talk about the good side of Facebook, Google, Instagram and all other platforms which…

Artificial Intelligence in Dating

30% of Tinder users are married people. Enough has been said about the dangers of AI; I want to throw a light on something else. AI can not only disrupt professional life but personal as…

Sentiment Analysis – Part 1

Sentiment Analysis is the use of natural language processing to determine the polarity of a public opinion, whether it is negative, positive or neutral. Such analysis can help organizations gain insights on current trends and…

Recommendation Algorithms – Part 1

[latexpage] Imagine you love to read books and don't have a friend to suggest one. How do you find out books pertaining to your taste? One way is to Google and read descriptions and reviews…

NLTK Vs Spacy Vs Stanford CoreNLP

POS(Part of  Speech) and NER(Named Entity Recognition) are one of the most important tasks in NLP. It's important to select a library which can perform these tasks with high accuracy and low latency for real…