To deal with the above paraphrases, we expand expression (3).
the likelihood that the meaning of a word in a dialogue is reported in past logs as a set of words is calculated as the sum of expression (3) for each word in as follows: In conclusion, , the report score of a word , is estimated by expression (4), where is the set of all words in past logs.