TRANSLATION MODEL-BASED TRAINING METHOD, TRANSLATION METHOD, COMPUTER DEVICE AND STORAGE MEDIUM

摘要

A translation model-based training method, comprising: inputting a source statement into a translation model so as to obtain a target statement outputted by the translation model; determining the fidelity of the target statement to the source statement; training the performance of a discriminator model in calculating the similarity between the target statement and a reference statement by using the target statement and the reference statement as the input of the discriminator model and the fidelity as the output of the discriminator model; using the discriminator model to output the similarity between the target statement and the reference statement; and training the performance of the translation model in outputting a corresponding target statement according to the inputted source statement by using the source statement as the input of the translation model, the target statement as the output of the translation model, and the similarity as a weight coefficient.