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    <abstract>This paper presents the submission of the Arni Magnusson Institute’s team to the WMT24 General translation task. We work on the English→Icelandic translation direction. Our system comprises four translation models and a grammar correction model. For training our systems we carefully curate our datasets, aggressively filtering out sentence pairs that may detrimentally affect the quality of our systems output. Some of our data are collected from human translations and some are synthetically generated. A part of the synthetic data is generated using an LLM, and we find that it increases the translation capability of our system significantly.</abstract>
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%0 Conference Proceedings
%T Cogs in a Machine, Doing What They’re Meant to Do – the AMI Submission to the WMT24 General Translation Task
%A Jasonarson, Atli
%A Hafsteinsson, Hinrik
%A Ármannsson, Bjarki
%A Steingrímsson, Steinthór
%Y Haddow, Barry
%Y Kocmi, Tom
%Y Koehn, Philipp
%Y Monz, Christof
%S Proceedings of the Ninth Conference on Machine Translation
%D 2024
%8 November
%I Association for Computational Linguistics
%C Miami, Florida, USA
%F jasonarson-etal-2024-cogs
%X This paper presents the submission of the Arni Magnusson Institute’s team to the WMT24 General translation task. We work on the English→Icelandic translation direction. Our system comprises four translation models and a grammar correction model. For training our systems we carefully curate our datasets, aggressively filtering out sentence pairs that may detrimentally affect the quality of our systems output. Some of our data are collected from human translations and some are synthetically generated. A part of the synthetic data is generated using an LLM, and we find that it increases the translation capability of our system significantly.
%U https://aclanthology.org/2024.wmt-1.18
%P 253-262

Markdown (Informal)

[Cogs in a Machine, Doing What They’re Meant to Do – the AMI Submission to the WMT24 General Translation Task](https://aclanthology.org/2024.wmt-1.18) (Jasonarson et al., WMT 2024)

• Cogs in a Machine, Doing What They’re Meant to Do – the AMI Submission to the WMT24 General Translation Task (Jasonarson et al., WMT 2024)

ACL

• Atli Jasonarson, Hinrik Hafsteinsson, Bjarki Ármannsson, and Steinthór Steingrímsson. 2024. Cogs in a Machine, Doing What They’re Meant to Do – the AMI Submission to the WMT24 General Translation Task. In Proceedings of the Ninth Conference on Machine Translation, pages 253–262, Miami, Florida, USA. Association for Computational Linguistics.