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6) Byte pair encoding is a data encoding technique. The encoding algorithm looks for pairs of characters that appear in the string more than once

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6) Byte pair encoding is a data encoding technique. The encoding algorithm looks for pairs of characters that appear in the string more than once and replaces each instance of that pair with a corresponding character that does not appear in the string. The algorithm saves a list containing the mapping of character pairs to their corresponding replacement characters. For example, the string "THIS_IS_THE_BEST_WISH" can be encoded as "_#_%E_BEST_W#H" by replacing all instances of "TH" with "%" and replacing all instances of "IS" with "#" Which of the following statements about byte pair encoding is true? a) Byte pair encoding is an example of a lossy transformation because it discards some of the data in the original string. b) Byte pair encoding is an example of a lossy transformation because some pairs of characters are replaced by a single character. c) Byte pair encoding is an example of a lossless transformation because an encoded string can be restored to its original version. d) Byte pair encoding is an example of a lossless transformation because it can be used to transmit messages securely

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