2 papers
cs.CL2022
Improved Data Augmentation for Translation Suggestion
Hongxiao Zhang, Siyu Lai, Songming Zhang +4
Translation suggestion (TS) models are used to automatically provide alternative suggestions for incorrect spans in sentences generated by machine translation. This paper introduce…
cs.CL2022
Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation
Songming Zhang, Yijin Liu, Fandong Meng +4
Token-level adaptive training approaches can alleviate the token imbalance problem and thus improve neural machine translation, through re-weighting the losses of different target…