Papers by Syeda Jannatus Saba
Evaluating Language Translation Models by Playing Telephone (2025.emnlp-main)
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| Challenge: | Existing language models are inadequate for evaluating machine translation systems . current evaluation methods are costly and require specialized expertise to prepare and score gold standard translations . |
| Approach: | They propose an unsupervised method to generate training data for translation evaluation by repeated rounds of translation between source and target languages. |
| Outcome: | The proposed method outperforms a popular translation evaluation system on two tasks . human annotation is costly and requires specialized expertise to prepare and score gold standard translations . |