Machine translation method and device, equipment, medium and program product

The invention discloses a machine translation method and device, equipment, a medium and a program product, and relates to the technical field of machine translation. The method comprises the following steps: respectively carrying out feature extraction on a first statement and an ith second statement to obtain a first feature representation corresponding to the first statement and a second feature representation corresponding to the ith second statement; performing joint decoding on the first feature representation and a second feature representation corresponding to the ith second statement to obtain an ith candidate translation result corresponding to the first statement; and performing fusion analysis on the candidate translation results corresponding to the plurality of second statements to obtain a target translation statement corresponding to the first statement. Through fusion of translation results, the influence of large variance of the TM enhanced machine translation model on the quality of the tra