The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task

25 October 2020

Alexandra Chronopoulou

Papers citing "The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task"

26 / 26 papers shown

Title
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 39 33 0 16 Sep 2020
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 53 279 0 29 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 116 786 0 25 Oct 2019
Simple, Scalable Adaptation for Neural Machine Translation Ankur Bapna N. Arivazhagan Orhan Firat AI4CE 82 413 0 18 Sep 2019
Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang Ye Tian Jiquan Ngiam Yinfei Yang Isaac Caswell Zarana Parekh 60 39 0 28 Aug 2019
Curriculum Learning for Domain Adaptation in Neural Machine Translation Xuan Zhang Pamela Shapiro Manish Kumar Paul McNamee Marine Carpuat Kevin Duh 41 124 0 14 May 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 92 962 0 07 May 2019
Competence-based Curriculum Learning for Neural Machine Translation Emmanouil Antonios Platanios Otilia Stretcu Graham Neubig Barnabás Póczós Tom Michael Mitchell 52 340 0 23 Mar 2019
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English Francisco Guzmán Peng-Jen Chen Myle Ott J. Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary MarcÁurelio Ranzato 43 144 0 04 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 173 4,368 0 02 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 52 2,727 0 22 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 917 93,936 0 11 Oct 2018
Unsupervised Statistical Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 36 247 0 04 Sep 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings Mikel Artetxe Gorka Labaka Eneko Agirre SSL 46 587 0 16 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 81 2,941 0 23 Apr 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 72 682 0 20 Apr 2018
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 74 772 0 30 Oct 2017
Curriculum Learning and Minibatch Bucketing in Neural Machine Translation Tom Kocmi Ondrej Bojar 28 140 0 29 Jul 2017
Learning to select data for transfer learning with Bayesian Optimization Sebastian Ruder Barbara Plank 47 184 0 17 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 430 129,831 0 12 Jun 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 192 9,944 0 15 Jul 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 193 2,710 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 153 7,683 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 776 149,474 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 381 27,205 0 01 Sep 2014
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks Ian Goodfellow M. Berk Mirza Xia Da Aaron Courville Yoshua Bengio 127 1,428 0 21 Dec 2013