What question did this study set out to answer?

To establish a domain-specific quality evaluation framework and optimization strategy for machine translation of English technical documentation in communication and electromagnetic engineering.

August 16, 2026Advanced ElectromagneticsOpen Access

Quality Assessment and Improvement Pathways for Machine Translation of English Technical Documents in Communication Systems

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Authors

YZY. ZhaoNortheast Agricultural University JHJing HeiInstitute of Science and Technology

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Implication

Experimental evaluation demonstrates enhanced machine translation accuracy in technical communication systems, suggesting improved workflows for specialized knowledge transfer.

Key Points

To establish a domain-specific quality evaluation framework and optimization strategy for machine translation of English technical documentation in communication and electromagnetic engineering.
Analyzed the limitations of traditional automated evaluation metrics including BLEU and METEOR.
Integrated domain expertise, neural machine translation, and hybrid evaluation methodologies.
Implemented targeted technical optimization, professional glossary construction, corpus expansion, and standardized translation workflows.
Demonstrated that the hybrid evaluation framework provides more reliable and domain-sensitive quality assessment than standard automated metrics.
Significantly improved machine translation performance, achieving higher translation accuracy, terminological consistency, and semantic fidelity across complex technical manuals.

Cite This Study

Zhao et al. (2026) studied this question.

synapsesocial.com/papers/6a81796af2fb91fc834ac971 https://doi.org/10.7716/aem.v15i3.3103

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Implication

Experimental evaluation demonstrates enhanced machine translation accuracy in technical communication systems, suggesting improved workflows for specialized knowledge transfer.

Quality Assessment and Improvement Pathways for Machine Translation of English Technical Documents in Communication Systems

Discussion

Member takes

Implication

Key Points

Cite This Study

Quality Assessment and Improvement Pathways for Machine Translation of English Technical Documents in Communication Systems

Discussion

Member takes

Implication

Key Points

Cite This Study

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