21 citations · 45 across the 12 of their papers we have counts for
4 papers · 1 filter
Lipschitz Constrained Parameter Initialization for Deep Transformers
Hongfei Xu, Qiuhui Liu, Josef van Genabith +2
The Transformer translation model employs residual connection and layer normalization to ease the optimization difficulties caused by its multi-layer encoder/decoder structure. Pre…
The Transference Architecture for Automatic Post-Editing
Santanu Pal, Hongfei Xu, Nico Herbig +3
In automatic post-editing (APE) it makes sense to condition post-editing (pe) decisions on both the source (src) and the machine translated text (mt) as input. This has led to mult…
UdS Submission for the WMT 19 Automatic Post-Editing Task
Hongfei Xu, Qiuhui Liu, Josef van Genabith
In this paper, we describe our submission to the English-German APE shared task at WMT 2019. We utilize and adapt an NMT architecture originally developed for exploiting context in…
Neutron: An Implementation of the Transformer Translation Model and its Variants
Hongfei Xu, Qiuhui Liu
The Transformer translation model is easier to parallelize and provides better performance compared to recurrent seq2seq models, which makes it popular among industry and research…