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Related Papers

Efficient Cluster-Based k-Nearest-Neighbor Machine Translation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

Abstractk-Nearest-Neighbor Machine Translation (kNN-MT) has been recently proposed as a non-parametric solution for domain adaptation in neural machine translation (NMT). It aims to alleviate the performance degradation of advanced MT …...

39224

Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

Abstractk-Nearest neighbor machine translation (kNN-MT) has attracted increasing attention due to its ability to non-parametrically adapt to new translation domains. By using an upstream NMT model to traverse the downstream …...

38539