Fetching the paper…
Reading the bibliography…
k-Nearest-Neighbor Machine Translation (kNN-MT) has been recently proposed as a non-parametric solution for domain adaptation in neural machine translation (NMT).
A k-means clustering algorithm
John A Hartigan and Manchek A Wong. 1979 · 1979
Earlier work this paper cites.
A density-based algorithm for discovering clusters in large spatial databases with noise
Martin Ester, Hans-Peter Kriegel, Jörg Sander, and Xiaowei Xu. 1996 · 1996
Earlier work this paper cites.
Birch: An efficient data clustering method for very large databases
Tian Zhang, Raghu Ramakrishnan, and Miron Livny. 1996 · 1996
Earlier work this paper cites.
Clustering by passing messages between data points
Brendan J. Frey and Delbert Dueck. 2007 · 2007
Earlier work this paper cites.
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
Michael Gutmann and Aapo Hyvärinen. 2010 · 2010
Earlier work this paper cites.
Entropy-based pruning for phrase-based machine translation
Wang Ling, João Graça, Isabel Trancoso, and Alan Black. 2012 · 2012
Earlier work this paper cites.
A systematic comparison of phrase table pruning techniques
Richard Zens, Daisy Stanton, and Peng Xu. 2012 · 2012
Cited alongside, same era.
Neural machine translation of rare words with subword units
Rico Sennrich, Barry Haddow, and Alexandra Birch. 2016 · 2016
Cited alongside, same era.
Six challenges for neural machine translation
Philipp Koehn and Rebecca Knowles. 2017 · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Cited alongside, same era.
A call for clarity in reporting BLEU scores
Matt Post. 2018 · 2018
Cited alongside, same era.
Facebook FAIR’s WMT19 news translation task submission
Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, and Sergey Edunov. 2019 · 2019
Cited alongside, same era.
Efficient nearest neighbor language models
Junxian He, Graham Neubig, and Taylor Berg-Kirkpatrick. 2021 · 2021
Later among the works it cites.
Learning kernel-smoothed machine translation with retrieved examples
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, and Lei Li. 2021 · 2021
Later among the works it cites.
Nearest neighbor machine translation
Urvashi Khandelwal, Angela Fan, Dan Jurafsky, Luke Zettlemoyer, and Mike Lewis. 2021 · 2021
Later among the works it cites.
WikiMatrix: Mining 135M parallel sentences in 1620 language pairs from Wikipedia
Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, and Francisco Guzmán. 2021 · 2021
Later among the works it cites.
Learnable compression network with transformer for approximate nearest neighbor search
Haokui Zhang, Wenze Hu, Xiaoyu Wang, and Buzhou Tang. 2021 · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Adaptive nearest neighbor machine translation
Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, and Jiajun Chen. 2021a
Cited in the paper.
Non-parametric unsupervised domain adaptation for neural machine translation
Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, and Jiajun Chen. 2021b · 2021
Later among the works it cites.