Papers by Lawry Sorenson
The Effects of Pretraining in Video-Guided Machine Translation (2024.lrec-main)
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| Challenge: | Existing approaches to improve VMT models integrate text and video modalities. |
| Approach: | They propose an approach that improves the performance of VMT models by using a new dataset which contains transcribed audio descriptions of movies. |
| Outcome: | The proposed model improves on the MAD (Movie Audio Descriptions) dataset. |