Tencent submission for WMT20 Quality Estimation Shared Task

no code implementations • WMT (EMNLP) 2020 • Haijiang Wu, Zixuan Wang, Qingsong Ma, Xinjie Wen, Ruichen Wang, Xiaoli Wang, Yulin Zhang, Zhipeng Yao, Siyao Peng

This paper presents Tencent’s submission to the WMT20 Quality Estimation (QE) Shared Task: Sentence-Level Post-editing Effort for English-Chinese in Task 2.

Machine Translation Sentence +2

Signal Processing Meets SGD: From Momentum to Filter

1 code implementation • 6 Nov 2023 • Zhipeng Yao, Guiyuan Fu, Ying Li, Yu Zhang, Dazhou Li, Rui Yu

In deep learning, stochastic gradient descent (SGD) and its momentum-based variants are widely used for optimization, but they typically suffer from slow convergence.