Real-Time Natural Language Understanding with BERT Using TensorRT – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-17T16:24:00Z http://www.open-lab.net/blog/feed/ Purnendu Mukherjee <![CDATA[Real-Time Natural Language Understanding with BERT Using TensorRT]]> http://www.open-lab.net/blog/?p=15432 2022-10-10T18:51:43Z 2019-08-13T13:00:19Z Large scale language models (LSLMs) such as BERT, GPT-2, and XL-Net have brought about exciting leaps in state-of-the-art accuracy for many natural language...]]> Large scale language models (LSLMs) such as BERT, GPT-2, and XL-Net have brought about exciting leaps in state-of-the-art accuracy for many natural language...

Large scale language models (LSLMs) such as BERT, GPT-2, and XL-Net have brought about exciting leaps in state-of-the-art accuracy for many natural language understanding (NLU) tasks. Since its release in Oct 2018, BERT1 (Bidirectional Encoder Representations from Transformers) remains one of the most popular language models and still delivers state of the art accuracy at the time of writing2.

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