The latest updates from our Research team.
Introduction In this post, AYLIEN NLP Research Intern, Mahdi, talks us through a quick experiment he performed on the back of reading an interesting paper on evolution strategies, by Tim … Continued
Introduction In this post, Software Engineer at AYLIEN, Afshin Mehrabani talks us through his experience in building and launching an incredibly popular open source library called Intro.js. 4 years ago, … Continued
Our researchers at AYLIEN keep abreast of and contribute to the latest developments in the field of Machine Learning. Recently, two of our research scientists, John Glover and Sebastian Ruder, … Continued
Here at AYLIEN we have a team of researchers who like to keep abreast of, and regularly contribute to, the latest developments in the field of Natural Language Processing. Recently, … Continued
Unsupervisedly learned word embeddings have seen tremendous success in numerous NLP tasks in recent years. So much so that in many NLP architectures, they are close to fully replacing more … Continued
Sentiment analysis is widely used to gauge public opinion towards products, to analyze customer satisfaction, and to detect trends. With the proliferation of customer reviews, more fine-grained aspect-based sentiment analysis … Continued
There has been a large resurgence of interest in generative models recently (see this blog post by OpenAI for example). These are models that can learn to create data that … Continued