A Study on AI Models for Korean Translation Evaluation : Focusing on Multi-layered Automatic Evaluation Metrics (AEMs)

Using Multi-layered Automatic Evaluation Metrics (AEMs) like AEM-L2, AEM-S1, and AEM-M1, this study develops a model to evaluate translation quality across form, syntax, and semantics. Its implementation offers valuable feedback for learners and professionals. It also suggests integrating Speech-to-Text and Text-to-Speech technologies to assess interpretation accuracy and naturalness. Future research will focus on more diverse, pragmatic evaluation metrics. (Hankuk University of Foreign Studies)

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Publication Details

Published
2024-12-31
DOI
https://doi.org/10.15652/ink.2024.21.4.183
Primary Topic
Diverse Approaches in Healthcare and Education Studies
Type
article
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article

A Study on AI Models for Korean Translation Evaluation : Focusing on Multi-layered Automatic Evaluation Metrics (AEMs)

HyungJae Lim, Lee Bun Calvin Lee Bun Calvin
Diverse Approaches in Healthcare and Education Studies
article

A Study on AI Models for Korean Translation Evaluation : Focusing on Multi-layered Automatic Evaluation Metrics (AEMs)

HyungJae Lim, Lee Bun Calvin Lee Bun Calvin
article en

Abstract

Using Multi-layered Automatic Evaluation Metrics (AEMs) like AEM-L2, AEM-S1, and AEM-M1, this study develops a model to evaluate translation quality across form, syntax, and semantics. Its implementation offers valuable feedback for learners and professionals. It also suggests integrating Speech-to-Text and Text-to-Speech technologies to assess interpretation accuracy and naturalness. Future research will focus on more diverse, pragmatic evaluation metrics. (Hankuk University of Foreign Studies)

Vol. 21(4)
Openalex Percentile: Top 60%
Diverse Approaches in Healthcare and Education Studies
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A Study on AI Models for Korean Translation Evaluation : Focusing on Multi-layered Automatic Evaluation Metrics (AEMs) — HyungJae Lim, Lee Bun Calvin Lee Bun Calvin · (2024) | TGRS Research Map | TGRS