Mike Waldron
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Marketing @ AYLIEN Text and Image Analysis service providers
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Networking, New venture, Recruiting

Mike Waldron's Blog

10 Common NLP Terms Explained for the Text Analysis Novice

Posted on January 17, 2017 at 1:30am 1 Comment

If you’re relatively new to the NLP and Text Analysis world, you’ll more than likely have come across some pretty technical terms and acronyms, that are challenging to get your head around, especially, if you’re relying on scientific definitions for a plain and simple explanation.

We decided to put together a list of 10 common terms in Natural Language Processing which we’ve broken down in layman terms, making them easier to understand. So if you don’t know your “Bag of Words”…


The challenges of word embeddings

Posted on June 21, 2016 at 3:30am 0 Comments

In recent times deep learning techniques have become more and more prevalent in NLP tasks; just take a look at the list of accepted papers at this year’s NAACL conference, and you can’t miss it. We’ve now completely moved away from traditional NLP approaches to focus on deep learning and…


Analyzing the structure and effectiveness of news headlines using NLP

Posted on June 9, 2016 at 1:30am 1 Comment

This blog was originally published on the AYLIEN Text Analysis blog

We wanted to gather and analyze news content in order to look for similarities and differences in the way two journalists write headlines for their respective news articles and blog posts. The two reporters we selected operate in, and write about, two very different industries/topics and have two very different writing…


10 Deep Learning Terms Explained in Simple English

Posted on April 11, 2016 at 6:30am 3 Comments


Deep Learning is a new area of Machine Learning research that has been gaining significant media interest owing to the role it is playing in artificial intelligence applications like image recognition, self-driving cars and most recently the AlphaGo vs. Lee Sedol matches. Recently, Deep Learning techniques have become…


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