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Browser-based Multilingual Translation

Deliverables

Translation software with initial CPU optimizations

Translation software with initial CPU optimizations

Training-time domain adaptation (report + code)

Training-time domain adaptation (report + code)

Faster software including non-autoregressive

Faster software including non-autoregressive

Building on Mozilla cluster

Building on Mozilla cluster

Basic Firefox integration

Basic Firefox integration

First Dissemination Report

First Dissemination Report

Weakly supervised Quality Estimation (report)

Weakly supervised Quality Estimation (report)

Collected webpage texts and metadata (report)

Collected webpage texts and metadata (report)

Ethics plan updated and reviewed

Ethics plan updated and reviewed

Lowering source sentence complexity (report)

Lowering source sentence complexity (report)

Searching for OpenAIRE data...

Publications

CUNI System for the WMT19 Robustness Task

Author(s): Jindřich Helcl, Jindřich Libovický, Martin Popel
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 539-543
DOI: 10.18653/v1/w19-5364

The University of Edinburgh’s Submissions to the WMT19 News Translation Task

Author(s): Rachel Bawden, Nikolay Bogoychev, Ulrich Germann, Roman Grundkiewicz, Faheem Kirefu, Antonio Valerio Miceli Barone, Alexandra Birch
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 103-115
DOI: 10.18653/v1/w19-5304

SAO WMT19 Test Suite: Machine Translation of Audit Reports

Author(s): Tereza Vojtěchová, Michal Novák, Miloš Klouček, Ondřej Bojar
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 481-493
DOI: 10.18653/v1/w19-5355

CUNI Submission for Low-Resource Languages in WMT News 2019

Author(s): Tom Kocmi, Ondřej Bojar
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 234-240
DOI: 10.18653/v1/w19-5322

Findings of the WMT 2019 Shared Tasks on Quality Estimation

Author(s): Erick Fonseca, Lisa Yankovskaya, André F. T. Martins, Mark Fishel, Christian Federmann
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), 2019, Page(s) 1-10
DOI: 10.18653/v1/w19-5401

Quality Estimation and Translation Metrics via Pre-trained Word and Sentence Embeddings

Author(s): Elizaveta Yankovskaya, Andre Tättar, Mark Fishel
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2), 2019, Page(s) 101-105
DOI: 10.18653/v1/w19-5410

University of Tartu’s Multilingual Multi-domain WMT19 News Translation Shared Task Submission

Author(s): Andre Tättar, Elizaveta Korotkova, Mark Fishel
Published in: Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), 2019, Page(s) 382-385
DOI: 10.18653/v1/w19-5342

COSTRA 1.0: A Dataset of Complex Sentence Transformations

Author(s): Bojar, Ondřej; Barančíková, Petra
Published in: Proceedings of the 12th International Conference on Language Resources and Evaluation ({LREC} 2020), Issue 6, 2020, Page(s) 3535-3541

From Research to Production and Back: Ludicrously Fast Neural Machine Translation

Author(s): Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, Kenneth Heafield, Roman Grundkiewicz, Nikolay Bogoychev
Published in: Proceedings of the 3rd Workshop on Neural Generation and Translation, 2019, Page(s) 280-288
DOI: 10.18653/v1/d19-5632

Replacing Linguists with Dummies: A Serious Need for Trivial Baselinesin Multi-Task Neural Machine Translation

Author(s): Bojar, Ondřej; Cardenas, Ronald; Kondratyuk, Daniel
Published in: The Prague Bulletin of Mathematical Linguistics, Issue 113, 2019, Page(s) 31-40, ISSN 0032-6585