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The latest updates from our research team at AYLIEN; project updates, academic paper commentary and science-focused pieces on NLP and Deep Learning.

Latest Posts

A Call for Research Collaboration at AYLIEN 2017

May 17, 2017

At Aylien we are using recent advances in Artificial Intelligence to try to understand natural language. Part of what we do is building products such ...


Flappy Bird and Evolution Strategies: An Experiment

April 13, 2017

Introduction In this post, AYLIEN NLP Research Intern, Mahdi, talks us through a quick experiment he performed on the back of reading an interesting p...


Highlights of NIPS 2016: Adversarial Learning, Meta-learning and more

December 21, 2016

Our researchers at AYLIEN keep abreast of and contribute to the latest developments in the field of Machine Learning. Recently, two of our research sc...


Highlights of EMNLP 2016: Dialogue, deep learning, and more

November 14, 2016

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...


An overview of word embeddings and their connection to distributional semantic models

October 13, 2016

Unsupervisedly learned word embeddings have seen tremendous success in numerous NLP tasks in recent years. So much so that in many NLP architectures, ...

Data Science

A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis

September 22, 2016

Sentiment analysis is widely used to gauge public opinion towards products, to analyze customer satisfaction, and to detect trends. With the prolifera...

Data Science

Source Code Classification Using Deep Learning

August 30, 2016

Programming languages are the primary tool of the software development industry. Since the 1940’s hundreds of them have been created and a huge amount...


An introduction to Generative Adversarial Networks (with code in TensorFlow)

August 24, 2016

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 lear...


Lisbon Machine Learning Summer School Highlights

August 12, 2016

From July 20th to July 28th 2016, I had the opportunity of  attending the 6th Lisbon Machine Learning School. The Lisbon Machine Learning School (LxML...


Leveraging Deep Learning for Multilingual Sentiment Analysis

July 14, 2016

It is a strong indicator of today’s globalized world and rapidly growing access to Internet platforms, that we have users from over 188 countries and ...

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