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Zefan Zhou

2 accepted papers

2023

Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation

ACL 2023findings

Unsupervised domain adaptation of machine translation, which adapts a pre-trained translation model to a specific domain without in-domain parallel data, has drawn extensive attention in recent years. However, most existing methods focus on the fine-tuning based techniques, which is non-extensible.…

2022

On Vision Features in Multimodal Machine Translation

ACL 2022long

Previous work on multimodal machine translation (MMT) has focused on the way of incorporating vision features into translation but little attention is on the quality of vision models. In this work, we investigate the impact of vision models on MMT. Given the fact that Transformer is becoming popular…