Definition: 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: ['hello', 'everyone', 'I', 'would', 'like', 'to', 'welcome', 'you', 'to', "today's", 'webinar', 'entitled', 'using', 'genomics', 'wearables', 'and', 'big', 'data', 'to', 'manage', 'health', 'and', 'disease', 'my', 'name', 'is', 'Annette', 'Cruz', 'and', 'I', 'am', 'the', 'program', 'manager', 'of', 'the', 'Stanford', 'genetics', 'and', 'genomics', 'certificate', 'program', 'at', 'the', 'Stanford', 'center', 'for', 'professional', 'development', 'this', 'webinar', 'is', 'brought', 'to', 'you', 'by', 'the', 'Stanford', 'center', 'for', 'professional', 'development', 'and', 'the', 'Stanford', 'genetics', 'and', 'genomics', 'certificate', 'program', 'take', 'online', 'courses', 'in', 'genetics', 'and', 'genomics', 'and', 'gain', 'a', 'greater', 'understanding', 'of', 'biology', 'human', 'health', 'and', 'personalized', 'medicine', 'tap', 'into', 'the', 'world-class', 'research', 'of', 'Stanford', 'faculty', 'and', 'industry', 'experts']
Output:
CASE_AND_PUNCUATION_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF CASE_DIFF CASE_AND_PUNCUATION_DIFF CASE_DIFF NO_DIFF CASE_DIFF CASE_DIFF NO_DIFF CASE_DIFF CASE_DIFF NO_DIFF CASE_AND_PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF CASE_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF CASE_DIFF NO_DIFF CASE_DIFF CASE_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF CASE_DIFF NO_DIFF CASE_DIFF CASE_AND_PUNCUATION_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF CASE_DIFF NO_DIFF CASE_DIFF CASE_DIFF NO_DIFF NO_DIFF NO_DIFF CASE_DIFF NO_DIFF CASE_DIFF CASE_DIFF CASE_AND_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 PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_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