tokens ?day.? and ?day? would be considered different terms in the downstream analysis unless an additional lookup table is provided. One way to fix the problem without the use of a lookup table is to remove the period if it appears at the end of a sentence. Another way is to tokenize the text based on punctuation marks and spaces. In this case
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