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fine-tuning and model adaptation

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

r/MachineLearning - [P] How to use BERT in Kaggle Competitions - A tutorial on fine-tuning and model adaptations

#artificialintelligenceFeb-7-2019, 14:45:01 GMT

A step-by-step tutorial on how to adapt and finetune BERT for a Kaggle Challenge classification task: The Kaggle Toxic Comment Classification Challenge. This post covers pretty much everything from data processing to model modifications with code examples for each part. Results are in the top-10% of this $35.000

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