Instructions: Given an input stream, the objective of this task is to classify whether words in the stream are grammatically correct or not. The input to this task is a stream of words, possibly from captions generated by a speech-to-text engine, and the output is a classification of each word from the labels (reason) = [NO_DIFF (correct), CASE_DIFF (case error), PUNCUATION_DIFF (punctuation error), CASE_AND_PUNCUATION_DIFF (both case and punctuation error), STEM_BASED_DIFF (stem word error), DIGIT_DIFF (digit error), INTRAWORD_PUNC_DIFF (intra-word punctuation error), and UNKNOWN_TYPE_DIFF (an error that does not corrrespond to the previous categories)].
Input: ['well', 'you', 'know', 'the', 'work', 'of', 'a', 'Transportation', 'Commissioner', "isn't", 'just', 'about', 'stop', 'signs', 'and', 'traffic', 'signals', 'it', 'involves', 'the', 'design', 'of', 'cities', 'and', 'the', 'design', 'of', 'city', 'streets', 'streets', 'are', 'some', 'of', 'the', 'most', 'valuable', 'resource', 'that', 'a', 'city', 'has', 'and', 'yet', "it's", 'an', 'asset', "that's", 'largely', 'hidden', 'in', 'plain', 'sight', 'and', 'the', 'lesson', 'from', 'New', 'York', 'over', 'the', 'past', 'six', 'years', 'is', 'that', 'you', 'can', 'update', 'this', 'asset', 'you', 'can', 'remake', 'your', 'streets', 'quickly', 'inexpensively', 'it', 'can', 'provide', 'immediate', 'benefits', 'and', 'it', 'can', 'be', 'quite', 'popular', 'you', 'just', 'need', 'to', 'look', 'at', 'them', 'a', 'little', 'differently', 'this', 'is']
Output:
NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF CASE_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF STEM_BASED_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF