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Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich, Barry Haddow, Alexandra Birch, 2016. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Lets neural machine translation handle rare and unseen words by splitting them into subword units, using byte pair encoding.
What it's used for here
Listed with work on morphology and segmentation in the bibliography of the inductive-methods survey.
Cited by on this site 1 record
1 methods surveys
SRCInductive methods
Cite it
Sennrich, R., Haddow, B., & Birch, A. (2016). Neural Machine Translation of Rare Words with Subword Units. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). https://doi.org/10.18653/v1/p16-1162
@article{sennrich2016neural,
author = {Sennrich, Rico and Haddow, Barry and Birch, Alexandra},
title = {Neural Machine Translation of Rare Words with Subword Units},
journal = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
year = {2016},
doi = {10.18653/v1/p16-1162},
url = {https://doi.org/10.18653/v1/p16-1162}
}TY - JOUR TI - Neural Machine Translation of Rare Words with Subword Units AU - Sennrich, Rico AU - Haddow, Barry AU - Birch, Alexandra PY - 2016 JO - Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) DO - 10.18653/v1/p16-1162 UR - https://doi.org/10.18653/v1/p16-1162 ER -
Sennrich, Rico et al.. “Neural Machine Translation of Rare Words with Subword Units.” Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2016). https://doi.org/10.18653/v1/p16-1162.