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The world of Language Models (LM) is very fascinating
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Artificial Intelligence in Natural Language and Processing Following the release of BERT by Google
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Training GPT-2 (released February 2019) on 40GB of text data
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Many of the NLP tasks can be performed by GPT-3 without any gradients, parameter updates or fine tuning.
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Differentiate fake news generated by GPT-3 from real news
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In a few-shots setting, it achieved an accuracy score of 86.4%!
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Fine-tuning can produce performance outside the distribution
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GPT-3 does not require transfer learning