Findings of the WMT24 General Machine Translation Shared Task: The LLM Era is Here but MT is Not Solved Yet - PaRis AI Research InstitutE
Communication Dans Un Congrès Année : 2024

Findings of the WMT24 General Machine Translation Shared Task: The LLM Era is Here but MT is Not Solved Yet

Tom Kocmi
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Anton Dvorkovich
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Mariya Shmatova
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Résumé

This overview paper presents the results of the General Machine Translation Task organised as part of the 2024 Conference on Machine Translation (WMT). In the general MT task, participants were asked to build machine translation systems for any of 11 language pairs, to be evaluated on test sets consisting of three to five different domains. In addition to participating systems, we collected translations from 8 different large language models (LLMs) and 4 online translation providers. We evaluate system outputs with professional human annotators using a new protocol called Error Span Annotations (ESA).
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Dates et versions

hal-04789354 , version 1 (18-11-2024)

Identifiants

  • HAL Id : hal-04789354 , version 1

Citer

Tom Kocmi, Eleftherios Avramidis, Rachel Bawden, Ondřej Bojar, Anton Dvorkovich, et al.. Findings of the WMT24 General Machine Translation Shared Task: The LLM Era is Here but MT is Not Solved Yet. WMT 2024 - Ninth Conference on Machine Translation, Nov 2024, Miami, Florida, United States. pp.1-46. ⟨hal-04789354⟩
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