This Artificial Intelligence (AI) Paper Presents A Study On The Model Update Regression Issue In NLP Structured Prediction Tasks

" data-medium-file="https://www.marktechpost.com/wp-content/uploads/2022/12/Screen-Shot-2022-12-06-at-2.48.09-PM-300x150.png" data-large-file="https://www.marktechpost.com/wp-content/uploads/2022/12/Screen-Shot-2022-12-06-at-2.48.09-PM-1024x511.png"> " data-medium-file="https://www.marktechpost.com/wp-content/uploads/2022/12/Screen-Shot-2022-12-06-at-2.48.09-PM-300x150.png" data-large-file="https://www.marktechpost.com/wp-content/uploads/2022/12/Screen-Shot-2022-12-06-at-2.48.09-PM-1024x511.png">Model update regression is the term used to describe the decline in performance in some test cases following a model update, even when the new model performs better than the old model. Adopting the new model can be slowed because its occasional worse behavior can overshadow the benefits of overall performance gains. Consider a scenario […]

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