Boxing Chen

Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement

2021 · arXiv (Cornell University)

End-to-end speech-to-text translation (E2E-ST) is becoming increasingly popular due to the potential of its less error propagation, lower latency, and fewer parameters. Given the triplet training corpus $\langle speech, transcription, translation\rangle$, the conventional high-quality E2E-ST …

Mathematical Challenges in Deep Learning

2023 · arXiv (Cornell University)

Deep models are dominating the artificial intelligence (AI) industry since the ImageNet challenge in 2012. The size of deep models is increasing ever since, which brings new challenges to this field with applications in cell …

Alibaba’s Neural Machine Translation Systems for WMT18

2018

Yongchao Deng, Shanbo Cheng, Jun Lu, Kai Song, Jingang Wang, Shenglan Wu, Liang Yao, Guchun Zhang, Haibo Zhang, Pei Zhang, Changfeng Zhu, Boxing Chen. Proceedings of the Third Conference on Machine Translation: Shared Task Papers. …