@inproceedings{junczys-dowmunt2017the, author = {Junczys-Dowmunt, Marcin and Grundkiewicz, Roman}, title = {The AMU-UEdin Submission to the WMT 2017 Shared Task on Automatic Post-Editing}, booktitle = {Proceedings of the Second Conference on Machine Translation}, year = {2017}, month = {April}, abstract = {This work describes the AMU-UEdin submission to the WMT 2017 shared task on Automatic Post-Editing. We explore multiple neural architectures adapted for the task of automatic post-editing of machine translation output. We focus on neural end-to-end models that combine both inputs mt and src in a single neural architecture, modeling [mt,src] → pe directly. Apart from that, we investigate the influence of hard-attention models which seem to be well-suited for monolingual tasks, as well as combinations of both ideas.}, url = {http://approjects.co.za/?big=en-us/research/publication/amu-uedin-submission-wmt-2017-shared-task-automatic-post-editing/}, pages = {639-646}, edition = {Proceedings of the Second Conference on Machine Translation}, }