Introduction Grammatical Error Correction (GEC) systems aim to correct grammatical mistakes in the text. Grammarly is an example of such a grammar correction product. Error correction can improve the quality... read more →
Introduction I am amazed with the power of the T5 transformer model! T5 which stands for text to text transfer transformer makes it easy to fine tune a transformer model... read more →
Introduction Most of the world is currently affected by the COVID-19 pandemic. For many of us this has meant quarantine at home, social distancing, disruptions in our work enviroment. I... read more →
Introduction Fake news, junk news or deliberate distributed deception has become a real issue with today’s technologies that allow for anyone to easily upload news and share it widely across... read more →
Introduction Detection of surface cracks is an important task in monitoring the structural health of concrete structures. If cracks develop and continue to propogate, they reduce the effective load bearning... read more →
BERT, a pre-trained Transformer model, has achieved ground-breaking performance on multiple NLP tasks. Very recently I came across a BERTSUM - a paper from Liu at Edinburgh. This paper extends... read more →
Introduction AI and Machine Learning are poised to make significant changes to the way many businesses operate. AI is transiting from just a research topic to the early stages of... read more →
Semantic segmentation is the process of associating each pixel of an image with a class label, (such as flower, person, road, sky, ocean, or car). This detailed pixel level understanding... read more →
Rise of Artificial Intelligence Wikipedia defines Artificial Intelligence as — “ Artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans... read more →