Findings of the 2019 conference on machine translation (WMT19)

L Barrault, O Bojar, MR Costa-Jussa, C Federmann… - 2019‏ - zora.uzh.ch
This paper presents the results of the premier shared task organized alongside the
Conference on Machine Translation (WMT) 2019. Participants were asked to build machine …

Survey of low-resource machine translation

B Haddow, R Bawden, AVM Barone, J Helcl… - Computational …, 2022‏ - direct.mit.edu
We present a survey covering the state of the art in low-resource machine translation (MT)
research. There are currently around 7,000 languages spoken in the world and almost all …

Findings of the 2021 conference on machine translation (WMT21)

F Akhbardeh, A Arkhangorodsky, M Biesialska… - Proceedings of the sixth …, 2021‏ - cris.fbk.eu
This paper presents the results of the news translation task, the multilingual low-resource
translation for Indo-European languages, the triangular translation task, and the automatic …

Iterative translation refinement with large language models

P Chen, Z Guo, B Haddow, K Heafield - arxiv preprint arxiv:2306.03856, 2023‏ - arxiv.org
We propose iteratively prompting a large language model to self-correct a translation, with
inspiration from their strong language understanding and translation capability as well as a …

Bidimensional leaderboards: Generate and evaluate language hand in hand

J Kasai, K Sakaguchi, RL Bras, L Dunagan… - arxiv preprint arxiv …, 2021‏ - arxiv.org
Natural language processing researchers have identified limitations of evaluation
methodology for generation tasks, with new questions raised about the validity of automatic …

Hw-tsc's submissions to the wmt 2022 general machine translation shared task

D Wei, Z Rao, Z Wu, S Li, Y Luo, Y **e… - Proceedings of the …, 2022‏ - aclanthology.org
This paper presents the submissions of Huawei Translate Services Center (HW-TSC) to the
WMT 2022 General Machine Translation Shared Task. We participate in 6 language pairs …

Treating general mt shared task as a multi-domain adaptation problem: Hw-tsc's submission to the wmt23 general mt shared task

Z Wu, D Wei, Z Li, Z Yu, S Li, X Chen… - Proceedings of the …, 2023‏ - aclanthology.org
This paper presents the submission of Huawei Translate Services Center (HW-TSC) to the
WMT23 general machine translation (MT) shared task, in which we participate in Chinese↔ …

Hw-tsc at iwslt2023: Break the quality ceiling of offline track via pre-training and domain adaptation

Z Li, Z Wu, Z Rao, X YuHao, G Jia**n… - Proceedings of the …, 2023‏ - aclanthology.org
This paper presents HW-TSC's submissions to the IWSLT 2023 Offline Speech Translation
task, including speech translation of talks from English to German, Chinese, and Japanese …

Hw-tsc systems for wmt22 very low resource supervised mt task

S Li, Y Luo, D Wei, Z Li, H Shang, X Chen… - Proceedings of the …, 2022‏ - aclanthology.org
This paper describes the submissions of Huawei translation services center (HW-TSC) to the
WMT22 Very Low Resource Supervised MT task. We participate in all 6 supervised tracks …

Choose the Final Translation from NMT and LLM hypotheses Using MBR Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task

Z Wu, D Wei, Z Li, H Shang, J Guo, S Li, Z Rao… - arxiv preprint arxiv …, 2024‏ - arxiv.org
This paper presents the submission of Huawei Translate Services Center (HW-TSC) to the
WMT24 general machine translation (MT) shared task, where we participate in the English to …