Few-shot learning through contextual data augmentation

31 March 2021

Papers citing "Few-shot learning through contextual data augmentation"

14 / 14 papers shown

Title
The University of Edinburgh's Submissions to the WMT19 News Translation Task Rachel Bawden Nikolay Bogoychev Ulrich Germann Roman Grundkiewicz Faheem Kirefu Antonio Valerio Miceli Barone Alexandra Birch 29 32 0 12 Jul 2019
Soft Contextual Data Augmentation for Neural Machine Translation Jinhua Zhu Fei Gao Lijun Wu Yingce Xia Tao Qin Wen-gang Zhou Xueqi Cheng Tie-Yan Liu 48 125 0 25 May 2019
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 54 314 0 17 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 961 93,936 0 11 Oct 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho Victor O.K. Li 72 342 0 25 Aug 2018
Marian: Cost-effective High-Quality Neural Machine Translation in C++ Marcin Junczys-Dowmunt Kenneth Heafield Hieu T. Hoang Roman Grundkiewicz Anthony Aue 46 66 0 30 May 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations Sosuke Kobayashi 69 610 0 16 May 2018
Regularization techniques for fine-tuning in neural machine translation Antonio Valerio Miceli Barone Barry Haddow Ulrich Germann Rico Sennrich 56 107 0 31 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 453 129,831 0 12 Jun 2017
Data Augmentation for Low-Resource Neural Machine Translation Marzieh Fadaee Arianna Bisazza Christof Monz 81 467 0 01 May 2017
One Sentence One Model for Neural Machine Translation Xiaoqing Li Jiajun Zhang Chengqing Zong AI4CE 140 62 0 21 Sep 2016
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 68 851 0 08 Apr 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 157 7,683 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 842 149,474 0 22 Dec 2014