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A model that predicts whether a tweet is cancelling someone, defending them from being cancelled or is neutral

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krithika-srinivasan/cancellation-predictor

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cancellation-predictor

A model that uses BERT transformers and corresponding preprocessing layer that predicts whether a given tweet is "cancelling" someone (0), supporting/defending them (2) or is engaging with the cancelling in some way but is not cancelling or defending them, such as jokes, expressly non-committal statements, etc (1)

Also includes a text analysis component in R which can be used with the csv file included

The training dataset is based on the Lindsay Ellis Cancellation, with tweets manually annotated as critical, supportive or neutral.

Write Up About The Cancellation

How I Made The Dataset

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A model that predicts whether a tweet is cancelling someone, defending them from being cancelled or is neutral

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