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.