Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation

25 March 2022

Papers citing "Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation"

13 / 13 papers shown

Title
Joint Optimization of Tokenization and Downstream Model Tatsuya Hiraoka Sho Takase Kei Uchiumi Atsushi Keyaki Naoaki Okazaki 58 17 0 26 May 2021
Rethinking Perturbations in Encoder-Decoders for Fast Training Sho Takase Shun Kiyono 68 46 0 05 Apr 2021
Single Model Ensemble using Pseudo-Tags and Distinct Vectors Ryosuke Kuwabara Jun Suzuki Hideki Nakayama VLM 31 3 0 02 May 2020
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 85 289 0 29 Oct 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 61 223 0 28 May 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 114 3,156 0 01 Apr 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 204 3,528 0 19 Aug 2018
Scaling Neural Machine Translation Myle Ott Sergey Edunov David Grangier Michael Auli AIMat 184 615 0 01 Jun 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 226 1,173 0 29 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 778 132,363 0 12 Jun 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu John E. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 136 952 0 01 Apr 2017
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 187 1,650 0 16 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 104 1,620 0 20 Nov 2015