Papers with source context enhancement
Revisiting Source Context in Nearest Neighbor Machine Translation (2023.emnlp-main)
Copied to clipboard
| Challenge: | Existing research does not explicitly consider the source context when retrieving similar examples . |
| Approach: | They propose a method to improve neural machine translation via source context enhancement by integrating a source-aware distance calibration module. |
| Outcome: | The proposed approach can be integrated with representative kNN-MT baselines and achieve significant performance improvements. |