INDICQE-APE: A Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages
Diptesh Kanojia, Archchana Sindhujan, S. Deoghare et al.
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Preprint
Apr 2026
Locating Translation as a Craft in the Age of AI
Rapid development of Large Language Models (LLMs) and similar automated approaches for translation tasks is increasingly affecting the landscape of translation technologies. As concerns about the outsourcing of translator work to these automated translation tools grow, it is increasingly crucial to gather insights from...
Daniel Chechelnitsky, Sireesh Gururaja, Seyi Olojo et al.
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IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages
The WMT 2020-2024 shared-task lineage with an extended English-Malayalam resource is consolidated into IndicQE-APE, with up to four label types aligned on the same segment, a direct assessment, a human post-edit, word-level tags and an error explanation, and a test set stratified over four difficulty axes.
Diptesh Kanojia, Archchana Sindhujan, S. Deoghare et al.
· 0 citations