#machine-learning

Articles tagged with #machine-learning

Text Paraphrasing Using Parrot
(Parrot paraphraser using T5 model)
Dec 5, 20225 min read490
Text to Image Generation using DALL-E Mini
We can generate images from texts by using Zero shot learning(ZSL). It is a technique that uses both observable and non observalble part of the text data for the task. DALL- E mini model is one of such model which uses ZSL to generate images from tex...
Oct 3, 20227 min read73
What is Active learning in Machine Learning?
Machine Learning algorithms are able to train themselves to recognize patterns in data and make predictions by first analyzing large volumes of sample data points that have been labelled with the “answer” the algorithm is trying to guess. Image recog...
Jun 21, 20223 min read48
Fukushima Disaster
The Failure of a Predictive Model
Jun 1, 20223 min read42
Topic Modeling
As name suggest it is a NLP techniques where we can extract the topic of the discussion from a large text set. It is one of the most useful machine learning technique used widely in various fields like news houses, Political campaign and corporate ho...
Mar 27, 20225 min read83
WebGPT under 5 minutes
In the last few years, NLP researchers have developed sophisticated, Long-Form QA (LFQA) systems that can answer open-ended questions. These systems query large document databases and use the contents to generate multi-sentence answers. The documents...
Feb 23, 20223 min read33