105 citations · 245 across the 61 of their papers we have counts for
7 papers · 1 filter
Analysing Coreference in Transformer Outputs
Ekaterina Lapshinova-Koltunski, Cristina España-Bonet, Josef van Genabith
We analyse coreference phenomena in three neural machine translation systems trained with different data settings with or without access to explicit intra- and cross-sentential ana…
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…
Improving CAT Tools in the Translation Workflow: New Approaches and Evaluation
Mihaela Vela, Santanu Pal, Marcos Zampieri +2
This paper describes strategies to improve an existing web-based computer-aided translation (CAT) tool entitled CATaLog Online. CATaLog Online provides a post-editing environment w…
UDS--DFKI Submission to the WMT2019 Similar Language Translation Shared Task
Santanu Pal, Marcos Zampieri, Josef van Genabith
In this paper we present the UDS-DFKI system submitted to the Similar Language Translation shared task at WMT 2019. The first edition of this shared task featured data from three p…
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…