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Exercise

Grammatical correctness

Text classification is the process of labeling an input text into a pre-defined category. This can take the form of sentiment - positive or negative - spam detection - spam or not spam - and even grammatical errors.

Explore the use of a text-classification pipeline for checking an input sentence for grammatical errors.

pipeline from the transformers library is already loaded for you.

Instructions

100 XP
  • Create a pipeline for the task text-classification and use the model "abdulmatinomotoso/English_Grammar_Checker", saving the pipeline as grammar_checker.
  • Use the grammar_checker to predict the grammatical correctness of the input sentence provided and save as output.