Document classification, Statistical classification, Supervised learning, Naive Bayes classifier, Linear classifier, Data

Counterfactual data augmentation to speed up NLP data labeling

On Sep 21, 2020
@zacharylipton shared
Cool, accessible, article on Counterfactually Augmented Data (https://t.co/OaWuZFXEyq) by data scientists at Kili Technology: https://t.co/AQHyybDfM6
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Counterfactual data augmentation to speed up NLP data labeling As algorithms grow more complex, they also grow hungry for more data, to be able to learn precisely the meaning of the sentence. ...

kili-technology.com
On Sep 21, 2020
@zacharylipton shared
Cool, accessible, article on Counterfactually Augmented Data (https://t.co/OaWuZFXEyq) by data scientists at Kili Technology: https://t.co/AQHyybDfM6
Open

Counterfactual data augmentation to speed up NLP data labeling

Counterfactual data augmentation to speed up NLP data labeling

Counterfactual data augmentation to speed up NLP data labeling As algorithms grow more complex, they also grow hungry for more data, to be able to learn precisely the meaning of the ...

MachineX: Naive Bayes Classifier With KSAI

MachineX: Naive Bayes Classifier With KSAI

This brief article takes a look at using the KSAI library to build our Naive Bayes model. Let's also quickly explore what KSAI is as well as how it works.

Text Classification & Sentiment Analysis tutorial / blog

Text Classification & Sentiment Analysis tutorial / blog

We all know that with Machine Learning you can automatically classify text documents or analyze its subjectivity. We've just released a guide that gives a brie…

The Naive Bayes Classifier explained

The Naive Bayes Classifier explained

Reading the academic literature Text Analytics seems difficult. However, applying it in practice has shown us that Text Classification is much easier than it l…

TPOT for Automated Machine Learning in Python

TPOT for Automated Machine Learning in Python

Automated Machine Learning (AutoML) refers to techniques for automatically discovering well-performing models for predictive modeling tasks with very little user involvement. TPOT is an ...

Awesome Machine Learning

Awesome Machine Learning

A curated list of awesome Machine Learning frameworks, libraries and software. - josephmisiti/awesome-machine-learning