One-hot -> Word2vec -> FastText + NER

Link to my presentation for Generating Sentences/Texts Using Deep Neural Network; 2. ML at Kx Systems Meetup

Summary:

• Journey from vectors with one “1” and bunch of “0” to word vectors with a quick look on NER (where you can use these word vectors)
• No previous knowledge of topic is required, only basic math (exp, log, vectors, matrix, multiplication of matrix …)

Draft of semi-automatic labeling tool for NER to generate data

Written on June 13, 2018