Detailed 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)].
Problem:['big', 'data', 'is', 'an', 'elusive', 'concept', 'it', 'represents', 'an', 'amount', 'of', 'digital', 'information', 'which', 'is', 'uncomfortable', 'to', 'store', 'transport', 'or', 'analyze', 'the', 'Gator', 'is', 'so', 'voluminous', 'that', 'it', 'overwhelms', 'the', 'technologies', 'of', 'the', 'day', 'and', 'challenges', 'us', 'to', 'create', 'the', 'next', 'generation', 'of', 'data', 'storage', 'tools', 'and', 'techniques', 'so', 'big', 'data', "isn't", 'new', 'in', 'fact', 'physicists', 'at', 'CERN', 'have', 'been', 'wrangling', 'with', 'the', 'challenge', 'of', 'their', 'ever-expanding', 'Big', 'Data', 'for', 'decades', 'fifty', 'years', 'ago', "CERN's", 'data', 'could', 'be', 'stored', 'in', 'a', 'single', 'computer', 'ok', 'so', 'it', "wasn't", 'your', 'usual', 'computer', 'this', 'was', 'a', 'mainframe', 'computer', 'that', 'filled', 'an', 'entire', 'building']
Solution:
NO_DIFF NO_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_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 UNKNOWN_TYPE_DIFF UNKNOWN_TYPE_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_AND_PUNCUATION_DIFF NO_DIFF NO_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF PUNCUATION_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 CASE_DIFF CASE_DIFF NO_DIFF PUNCUATION_DIFF CASE_DIFF NO_DIFF PUNCUATION_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 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