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: ["I'm", 'so', 'my', 'name', 'is', 'ebony', 'Cooper', 'my', 'job', 'title', 'is', 'that', "I'm", 'a', 'licensed', 'clinical', 'social', 'worker', 'and', 'my', 'salary', 'is', '$48,000', 'a', 'year', 'I', "don't", 'have', 'to', 'worry', 'really', 'about', 'money', 'I', 'keep', 'track', 'of', 'where', 'my', 'money', 'goes', 'when', "it's", 'really', 'important', 'and', 'just', 'make', 'sure', 'that', 'my', 'bills', 'are', 'paid', 'some', 'general', 'concerns', 'with', 'my', 'finances', 'are', 'probably', 'my', 'student', 'loan', 'payments', 'and', 'making', 'sure', 'that', 'I', 'can', 'still', 'save', 'for', 'retirement', 'so', 'my', 'monthly', 'income', 'pre-tax', 'is', 'about', '$4,000', 'but', 'after', 'taxes', 'payroll', 'deductions', 'union', 'dues', 'and', '403', 'B', 'which', 'my', 'company', 'does', '3%', 'match']
Output:
NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF UNKNOWN_TYPE_DIFF PUNCUATION_DIFF CASE_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 PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF PUNCUATION_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_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 CASE_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 PUNCUATION_DIFF CASE_AND_PUNCUATION_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF PUNCUATION_DIFF NO_DIFF DIGIT_DIFF DIGIT_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF