Findings of the WMT 2022 Shared Task on Translation Suggestion

November 30, 2022 ยท Declared Dead ยท ๐Ÿ› Conference on Machine Translation

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Authors Zhen Yang, Fandong Meng, Yingxue Zhang, Ernan Li, Jie Zhou arXiv ID 2211.16717 Category cs.CL: Computation & Language Citations 2 Venue Conference on Machine Translation Last Checked 4 months ago
Abstract
We report the result of the first edition of the WMT shared task on Translation Suggestion (TS). The task aims to provide alternatives for specific words or phrases given the entire documents generated by machine translation (MT). It consists two sub-tasks, namely, the naive translation suggestion and translation suggestion with hints. The main difference is that some hints are provided in sub-task two, therefore, it is easier for the model to generate more accurate suggestions. For sub-task one, we provide the corpus for the language pairs English-German and English-Chinese. And only English-Chinese corpus is provided for the sub-task two. We received 92 submissions from 5 participating teams in sub-task one and 6 submissions for the sub-task 2, most of them covering all of the translation directions. We used the automatic metric BLEU for evaluating the performance of each submission.
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