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cs.CL2021
Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model
Shaolei Zhang, Yang Feng
Cross-attention is an important component of neural machine translation (NMT), which is always realized by dot-product attention in previous methods. However, dot-product attention…
cs.CL2021
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy
Shaolei Zhang, Yang Feng
Simultaneous machine translation (SiMT) generates translation before reading the entire source sentence and hence it has to trade off between translation quality and latency. To fu…