WMT20
Related Papers
An Iterative Knowledge Transfer NMT System for WMT20 News Translation Task
AbstractThis paper describes our submission to the WMT20 news translation shared task in English to Japanese direction. Our main approach is based on transferring knowledge of domain and linguistic characteristics …...
Combination of Neural Machine Translation Systems at WMT20
AbstractThis paper presents neural machine translation systems and their combination built for the WMT20 English-Polish and Japanese->English translation tasks. We show that using a Transformer Big architecture, additional training data …...
CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20
AbstractThis paper presents a description of CUNI systems submitted to the WMT20 task on unsupervised and very low-resource supervised machine translation between German and Upper Sorbian. We experimented with training …...
Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning
AbstractThis paper illustrates Huawei’s submission to the WMT20 low-resource parallel corpus filtering shared task. Our approach focuses on developing a proxy task learner on top of a transformer-based multilingual pre-trained …...
Findings of the WMT 2020 Shared Task on Quality Estimation
AbstractWe report the results of the WMT20 shared task on Quality Estimation, where the challenge is to predict the quality of the output of neural machine translation systems at the …...
Fine-grained linguistic evaluation for state-of-the-art Machine Translation
AbstractThis paper describes a test suite submission providing detailed statistics of linguistic performance for the state-of-the-art German-English systems of the Fifth Conference of Machine Translation (WMT20). The analysis covers 107 …...
GTCOM Neural Machine Translation Systems for WMT20
AbstractThis paper describes the Global Tone Communication Co., Ltd.’s submission of the WMT20 shared news translation task. We participate in four directions: English to (Khmer and Pashto) and (Khmer and …...
NJU’s submission to the WMT20 QE Shared Task
AbstractThis paper describes our system of the sentence-level and word-level Quality Estimation Shared Task of WMT20. Our system is based on the QE Brain, and we simply enhance it by …...
Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation
AbstractThis paper describes the machine translation systems proposed by the University of Technology Sydney Natural Language Processing (UTS_NLP) team for the WMT20 English-Basque biomedical translation tasks. Due to the limited …...
Russian-English Bidirectional Machine Translation System
AbstractThis review depicts our submission to the WMT20 shared news translation task. WMT is the conference to assess the level of machine translation capabilities of organizations in the word. We …...
Samsung R&D Institute Poland submission to WMT20 News Translation Task
AbstractThis paper describes the submission to the WMT20 shared news translation task by Samsung R&D Institute Poland. We submitted systems for six language directions: English to Czech, Czech to English, …...
The ADAPT System Description for the WMT20 News Translation Task
AbstractThis paper describes the ADAPT Centre’s submissions to the WMT20 News translation shared task for English-to-Tamil and Tamil-to-English. We present our machine translation (MT) systems that were built using the …...
The AFRL WMT20 News Translation Systems
AbstractThis report summarizes the Air Force Research Laboratory (AFRL) machine translation (MT) systems submitted to the news-translation task as part of the 2020 Conference on Machine Translation (WMT20) evaluation campaign. …...
The NiuTrans Machine Translation Systems for WMT20
AbstractThis paper describes NiuTrans neural machine translation systems of the WMT20 news translation tasks. We participated in Japanese<->English, English->Chinese, Inuktitut->English and Tamil->English total five tasks and rank first in Japanese<->English …...
The Ubiqus English-Inuktitut System for WMT20
AbstractThis paper describes Ubiqus’ submission to the WMT20 English-Inuktitut shared news translation task. Our main system, and only submission, is based on a multilingual approach, jointly training a Transformer model …...
The University of Edinburgh’s English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation Task
AbstractWe describe the University of Edinburgh’s submissions to the WMT20 news translation shared task for the low resource language pair English-Tamil and the mid-resource language pair English-Inuktitut. We use the …...
The Volctrans Machine Translation System for WMT20
AbstractThis paper describes our submission systems for VolcTrans for WMT20 shared news translation task. We participated in 8 translation directions. Our basic systems are based on Transformer (CITATION), into which …...
UoS Participation in the WMT20 Translation of Biomedical Abstracts
AbstractThis paper describes the machine translation systems developed by the University of Sheffield (UoS) team for the biomedical translation shared task of WMT20. Our system is based on a Transformer …...
Volctrans Parallel Corpus Filtering System for WMT 2020
AbstractIn this paper, we describe our submissions to the WMT20 shared task on parallel corpus filtering and alignment for low-resource conditions. The task requires the participants to align potential parallel …...
Test Set Sampling Affects System Rankings: Expanded Human Evaluation of WMT20 English-Inuktitut Systems
AbstractWe present a collection of expanded human annotations of the WMT20 English-Inuktitut machine translation shared task, covering the Nunavut Hansard portion of the dataset. Additionally, we recompute News rankings to …...