1 code implementation • NeurIPS 2023 • Shangtong Gui, Chenze Shao, Zhengrui Ma, Xishan Zhang, Yunji Chen, Yang Feng
Non-autoregressive Transformer(NAT) significantly accelerates the inference of neural machine translation.
1 code implementation • 19 Jun 2023 • Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng
To minimize human workload, we propose to transfer the capabilities of language generation and instruction following from English to other languages through an interactive translation task.
1 code implementation • 12 Mar 2023 • Zhengrui Ma, Chenze Shao, Shangtong Gui, Min Zhang, Yang Feng
Non-autoregressive translation (NAT) reduces the decoding latency but suffers from performance degradation due to the multi-modality problem.