Q: 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)].
['hello', 'hold', 'on', 'for', 'just', 'a', 'second', 'please', 'welcome', 'to', 'rendering', "I'm", 'Christophe', 'Harry', 'and', "I'm", 'a', 'researcher', 'at', 'Pixar', 'rendering', 'is', 'the', 'last', 'phase', 'of', 'the', 'pipeline', 'of', 'film', 'production', 'that', 'takes', 'our', 'movies', 'from', 'this', 'to', 'this', 'rendering', 'is', 'where', 'the', 'world', "we've", 'created', 'in', 'the', 'virtual', 'three-dimensional', 'space', 'of', 'the', 'computer', 'is', 'finally', 'realized', 'as', 'a', 'series', 'of', 'perfectly', 'rendered', 'two-dimensional', 'images', 'that', 'play', 'one', 'after', 'another', 'for', '96', 'minutes', 'and', 'become', 'our', 'movie', 'rendering', 'is', 'an', 'incredibly', 'time-consuming', 'process', 'all', 'focused', 'on', 'answering', 'one', 'simple', 'question', 'what', 'color', 'is', 'this', 'pixel', '', 'and', 'then', 'this', 'pixel']
A:
CASE_AND_PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF CASE_AND_PUNCUATION_DIFF NO_DIFF NO_DIFF UNKNOWN_TYPE_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 UNKNOWN_TYPE_DIFF UNKNOWN_TYPE_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 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 NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_AND_PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF