2017, BERT and Text Analytics - Artificial Intelligence Zone

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2017

BERT

Text Analytics

Dude, Where’s My Neural Net? An Informal and Slightly Personal History

Lexalytics

APRIL 5, 2021

Fast-forward a couple of decades: I was (and still am) working at Lexalytics, a text-analytics company that has a comprehensive NLP stack developed over many years. This subjective impression is objectively backed up by the heat map below, constructed from a dump of the Microsoft Academic Graph (MAG) circa 2017 [ 21 ].

Neural Network

Neural Network Convolutional Neural Networks Natural Language Processing BERT

Using Machine Learning for Sentiment Analysis: a Deep Dive

DataRobot Blog

MARCH 9, 2022

It could be anything from a sentence to a paragraph to a longer-form collection of text. Analytically, we define the tf-idf of a term t as seen in document d , which is a member of a set of documents D as: tfidf( t, d, D ) = tf( t, d ) * idf( t, d, D ). We use the term “document” loosely.)

Machine Learning

Machine Learning Neural Network Convolutional Neural Networks Deep Learning

Dude, Where’s My Neural Net? An Informal and Slightly Personal History

Using Machine Learning for Sentiment Analysis: a Deep Dive

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