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Findings of the WMT 2022 Shared Task on Translation Suggestion

2022-11-30 03:48:36
Zhen Yang, Fandong Meng, Yingxue Zhang, Ernan Li, Jie Zhou
arXiv_CL
 
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.

Abstract (translated)

URL

https://arxiv.org/abs/2211.16717

PDF

https://arxiv.org/pdf/2211.16717.pdf

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