Papers by Konstantinos Karageorgos
LangMark: A Multilingual Dataset for Automatic Post-Editing (2025.acl-long)
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Diego Velazquez, Mikaela Grace, Konstantinos Karageorgos, Lawrence Carin, Aaron Schliem, Dimitrios Zaikis, Roger Wechsler
| Challenge: | Automated post-editing (APE) aims to correct errors in machine-translated text . lack of large-scale multilingual datasets specifically tailored to NMT outputs hinders APE development . |
| Approach: | They propose to use a human-annotated multilingual APE dataset for English translation to seven languages to address this gap. |
| Outcome: | The proposed dataset offers both linguistic diversity and scale. |