Zero-Shot and ONNX to Speed up BERT on Sentiment Analysis Tasks

AI sentiment analysis BERT

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Sentiment Analysis leveraging BERT power – With the arrival of BERT in 2018, NLP research has taken a significant step forward. However, the necessary computing power has grown accordingly.

Various distillation and optimization systems have been adopted but are costly in terms of cost-benefit ratio. The most important improvements are obtained by creating increasingly complex models with more layers and parameters.

In this research, we will see how, by mixing transfer learning, zero-shot learning, and ONNX runtime, we can access the power of BERT right now, optimizing time and resources, achieving noticeable results on day one.

You can find the full publication at this link.

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