no code implementations • 21 May 2024 • Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng
Moreover, to enhance the diversity of the training data we maximize the variety of influences they have on the model by clustering on their gradients and resampling.
no code implementations • 20 Oct 2022 • Xian Qian, Kai Hu, Jiaqiang Wang, Yifeng Liu, Xingyuan Pan, Jun Cao, Mingxuan Wang
This report describes our VolcTrans system for the WMT22 shared task on large-scale multilingual machine translation.
1 code implementation • ACL 2020 • Xingyuan Pan, Maitrey Mehta, Vivek Srikumar
Various natural language processing tasks are structured prediction problems where outputs are constructed with multiple interdependent decisions.
no code implementations • ICML 2018 • Xingyuan Pan, Vivek Srikumar
Predicting structured outputs can be computationally onerous due to the combinatorially large output spaces.
no code implementations • 18 Nov 2015 • Xingyuan Pan, Vivek Srikumar
However, unlike threshold and sigmoid networks, ReLU networks are less explored from the perspective of their expressiveness.