Complete tutorial on Text Classification using Conditional Random Fields Model (in Python)
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 …
NLP
Comprehensive Hands on Guide to Twitter Sentiment Analysis with dataset and code
Introduction Natural Language Processing (NLP) is a hotbed of research in data science these days and one of the most common applications of NLP …
Facebook Open Sources Dataset on NLP and Navigation Every Data Scientist should Download
Overview Researchers from the University of Montreal and Facebook’s AI department (FAIR) have curated and open sourced the “Talk the Walk” dataset The dataset …
Samsung’s ConZNet Algorithm just won Two Popular NLP Challenges (Dataset Links Inside)
Overview ConZNet is a deep reinforcement learning algorithm developed by Samsung’s AI research arm It was used to comprehensively win 2 extremely popular NLP …
Salesforce has Developed One Single Model to Deal with 10 Different NLP Tasks
Overview Salesforce researchers have come up with a model that can deal with 10 different NLP tasks These tasks include machine translation, sentiment analysis, …
NLP Architect – An Awesome Open Source NLP Python Library from Intel AI Lab (with GitHub link)
Overview Intel AI Lab has introduced an open source python library for NLP, called NLP Architect The library comes with state-of-the-art NLP models on …
Google Duplex is a Jaw Dropping Application of Natural Language and Audio Processing
Overview Google Duplex is an AI system that can hold conversations with human-like tone and perform real-world tasks At the heart of Duplex is …
Stanford’s NLP Course Projects are Available Online and they’re Super Impressive
Overview Stanford has released the list of each project submitted in it’s NLP course Winning projects include one on speech synthesis using a sequence …
Microsoft’s Language Translation AI has Reached Human Levels of Accuracy
Overview Microsoft’s system can translate sentences in Chinese to English with human accuracy The model was trained on around 2000 sentences in a set …
How to create a poet / writer using Deep Learning (Text Generation using Python)?
Introduction From short stories to writing 50,000 word novels, machines are churning out words like never before. There are tons of examples available on …
