Tilde's Machine Translation Systems for WMT 2018

WS 2018 M{\=a}rcis PinnisMat{\=\i}ss RiktersRihards Kri{\v{s}}lauks

The paper describes the development process of the Tilde{'}s NMT systems that were submitted for the WMT 2018 shared task on news translation. We describe the data filtering and pre-processing workflows, the NMT system training architectures, and automatic evaluation results... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Machine Translation WMT 2018 English-Estonian Multi-pass backtranslated adapted transformer BLEU 24.10 # 1
Machine Translation WMT 2018 Estonian-English Multi-pass backtranslated adapted transformer BLEU 29.00 # 1

Methods used in the Paper