Cracking the Code of Context: Word Vectorization Techniques in NLP
Author(s): Abhijith S Babu Originally published on Towards AI. You moved to a new town far from your country, where you happened to bump into someone in a coffee shop. A young woman around your age and instantly, you both were engaged …
Sentiments Analysis of Financial News as an Indicator for Amazon Stock Price
Author(s): Jay M. Patel Originally published on Towards AI. Natural Language Processing We will perform sentiments analysis using a News API for predicting Amazon (AMZN) stock price using Python Sentiments analysis of news has become one of the most robust ways of …
NLP Mastery Part -1
Author(s): Himanshu Tripathi Originally published on Towards AI. Machine Learning Automation… Photo by Joshua Aragon on Unsplash In this series of articles, we’re not just going to learn about how to use NLP to solve real-world problems, but we’re also going to …
Is it possible to do Text Classification on unlabeled data? (Feat. Zero-Shot Classification) [Experiment]
Author(s): Ala Alam Falaki Originally published on Towards AI. Photo by Markus Spiske on Unsplash A couple of months ago, I did an experiment to answer the question: Is it possible to do sentiment analysis if we do not have the target …
Summarizing A.I. Articles using A.I. (What else??)
Author(s): Jair Ribeiro Originally published on Towards AI. This is how I’m using Artificial Intelligence to summarize my favorite articles about… Artificial Intelligence and build a weekly newsletter. I read an endless number of articles every week about A.I., and I believe …
Using AI to control AI: How to Prevent Creating Biased Datasets
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. What are labels? In the last few days, MIT took down a cited 80 million tiny images 32×32 size because it contained labels (if you do not know what it means, I will clarify …
Demystifying AI for everyone: Part 1 -NLP Basics
Author(s): Himanshu Joshi Originally published on Towards AI. In the age of ChatGPT, let's start with the basics Over the years, we humans have devised ways to communicate effectively with each other. One of the ways to communicate, and the most used …
How To Train a Seq2Seq Summarization Model Using “BERT” as Both Encoder and Decoder!! (BERT2BERT)
Author(s): Ala Alam Falaki Originally published on Towards AI. BERT is a well-known and powerful pre-trained “encoder” model. Let’s see how we can use it as a “decoder” to form an encoder-decoder architecture. Photo by Aaron Burden on Unsplash The Transformer architecture …
A Comprehensive Guide For Text Classification using PySpark MLlib
Author(s): Himanshu Tripathi Originally published on Towards AI. Introduction Have you ever wondered if you ever post something on social media websites that goes against their community standard, how can they identify it and perform appropriate action on that? Well, the idea …