ULMFiT is essentially a method to enable transfer learning for any NLP task and achieve great results. All this, without having to train models from scratch.
This article lists down the most awesome machine learning and deep learning GitHub repositories and Reddit discussions from October 2018!
Learn about Automatic Text Summarization, one of the most challenging problems in the field of Natural Language Processing (NLP), using TextRank
Information retrieval saves us from the labor of going through product reviews one by one. In this article, we will use Topic Modeling to do this task.
DataHack Radio #12: Exploring the Nuts and Bolts of Natural Language Processing with Sebastian Ruder
This episode of DataHack Radio features NLP expert and researcher Sebastian Ruder talking about his work in the field and his advice to aspiring scientists.
Text Mining 101: A Stepwise Introduction to Topic Modeling using Latent Semantic Analysis (using Python)
Latent Semantic Analysis is a Topic Modeling technique. This article gives an intuitive understanding of Topic Modeling along with its implementation.
This article lists down all the winning approaches to the recently concluded Analytics Vidhya and IIT-BHU codeFest hackathon series.
Introduction The amount of text data being generated in the world is staggering. Google processes more than 40,000 searches EVERY second! According to a …
The task is to detect hate speech in tweets using Sentiment Analysis. In this tut, we will follow a sequence of steps needed to solve a sentiment analysis
Introduction Half the year has flown by and that brings us to the June edition of our popular series – the top GitHub repositories …