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Movies are a great source of amusement for the audience, impacting society in numerous ways. Identifying the genre of a movie manually may vary due to an individual’s taste. Hence, automated movie genre prediction is an active area of research and exploration. Movie dialogue are becoming a useful source for predicting the genres of the movie. Dialogue provides useful insights into the movie in a very short size of text.

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