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Pedro Henrique Martins

2 accepted papers

2022

Chunk-based Nearest Neighbor Machine Translation

EMNLP 2022main

Semi-parametric models, which augment generation with retrieval, have led to impressive results in language modeling and machine translation, due to their ability to retrieve fine-grained information from a datastore of examples. One of the most prominent approaches, kNN-MT, exhibits strong domain a…