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: ['so', 'then', "let's", 'get', 'started', 'for', 'today', 'welcome', 'to', 'lecture', '10', 'of', 'cs2', '9458', 'deep', 'unsupervised', 'learning', 'now', 'this', 'lecture', 'will', 'be', 'on', 'compression', 'before', 'we', 'dive', 'into', 'that', 'a', 'couple', 'of', 'logistical', 'things', 'there', 'are', 'main', 'logistical', 'things', 'that', 'are', 'ahead', 'of', 'you', 'are', 'your', 'project', 'milestone', 'which', 'is', 'a', 'three-page', 'Goldbach', 'intermediate', 'report', 'is', 'due', 'on', 'Monday', 'so', 'we', 'must', 'look', 'forward', 'to', 'reading', 'those', 'giving', 'you', 'feedback', 'in', 'the', 'days', 'after', 'the', 'deadline', 'so', 'you', 'can', 'gonna', 'make', 'sure', "you're", 'maximally', 'on', 'track', 'for', 'your', 'full', 'final', 'project', 'the', 'other', 'thing', "that's", 'coming', 'up', 'in', 'two', 'weeks']
Output:
NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_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 CASE_AND_PUNCUATION_DIFF CASE_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 NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_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 UNKNOWN_TYPE_DIFF NO_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 PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF UNKNOWN_TYPE_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 PUNCUATION_DIFF