A dialect-guided prompt with tokenizer extension and a regression head improves reference-less machine translation evaluation for Sylheti-English, with best Spearman gain +0.1083 over an annotation-guided baseline.
Findings of the WMT 2023 Shared Task on Quality Estimation
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LLM-Based Evaluation of Low-Resource Machine Translation: A Reference-less Dialect Guided Approach with a Refined Sylheti-English Benchmark
A dialect-guided prompt with tokenizer extension and a regression head improves reference-less machine translation evaluation for Sylheti-English, with best Spearman gain +0.1083 over an annotation-guided baseline.