Comments on: Math with Words – Word Embeddings with MATLAB and Text Analytics Toolbox https://blogs.mathworks.com/loren/2017/09/21/math-with-words-word-embeddings-with-matlab-and-text-analytics-toolbox/?s_tid=feedtopost Loren Shure is interested in the design of the MATLAB language. She is an application engineer and writes here about MATLAB programming and related topics. Mon, 13 Sep 2021 18:22:15 +0000 hourly 1 https://wordpress.org/?v=6.2.2 By: toshi2fly https://blogs.mathworks.com/loren/2017/09/21/math-with-words-word-embeddings-with-matlab-and-text-analytics-toolbox/#comment-46851 Fri, 29 Sep 2017 19:35:12 +0000 https://blogs.mathworks.com/loren/?p=2422#comment-46851 There was an article about AI that touched upon word embedding that describe how it works: “Is AI Riding a One-Trick Pony?”:

You can feed the text of Wikipedia, many billions of words long, into a simple neural net, training it to spit out, for each word, a big list of numbers that correspond to the excitement of each neuron in a layer. If you think of each of these numbers as a coordinate in a complex space, then essentially what you’re doing is finding a point, known in this context as a vector, for each word somewhere in that space.

]]>