Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits

13 October 2021

Papers citing "Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits"

48 / 48 papers shown

Title
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets Tianjian Li Haoran Xu Weiting Tan Kenton Murray Daniel Khashabi 59 1 0 06 Oct 2024
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation Eva Vanmassenhove D. Shterionov M. Gwilliam 22 98 1 30 Jan 2021
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 83 2,489 0 22 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 60 844 0 21 Oct 2020
Human-Paraphrased References Improve Neural Machine Translation Markus Freitag George F. Foster David Grangier Colin Cherry 14 14 0 20 Oct 2020
Complete Multilingual Neural Machine Translation Markus Freitag Orhan Firat 31 44 0 20 Oct 2020
Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models Zirui Wang Yulia Tsvetkov Orhan Firat Yuan Cao 43 201 0 12 Oct 2020
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 83 99 0 14 Apr 2020
BLEU might be Guilty but References are not Innocent Markus Freitag David Grangier Isaac Caswell 24 148 0 13 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 56 247 0 05 Apr 2020
Unshuffling Data for Improved Generalization Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD 36 78 0 27 Feb 2020
Machine Translation System Selection from Bandit Feedback Jason Naradowsky Xuan Zhang Kevin Duh OffRL 26 8 0 22 Feb 2020
Optimizing Data Usage via Differentiable Rewards Xinyi Wang Hieu H. Pham Paul Michel Antonios Anastasopoulos J. Carbonell Graham Neubig 37 61 0 22 Nov 2019
Translationese as a Language in "Multilingual" NMT Parker Riley Isaac Caswell Markus Freitag David Grangier 34 43 0 10 Nov 2019
Domain Robustness in Neural Machine Translation Mathias Müller Annette Rios Gonzales Rico Sennrich 35 95 0 08 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 206 19,824 0 23 Oct 2019
Joey NMT: A Minimalist NMT Toolkit for Novices Julia Kreutzer Jasmijn Bastings Stefan Riezler MoE 41 115 0 29 Jul 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Zhiwen Chen Yonghui Wu 51 424 0 11 Jul 2019
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 137 2,190 0 05 Jul 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 51 485 0 28 Feb 2019
Reinforcement Learning based Curriculum Optimization for Neural Machine Translation Manish Kumar George F. Foster Colin Cherry M. Krikun 21 73 0 28 Feb 2019
An Empirical Exploration of Curriculum Learning for Neural Machine Translation Xuan Zhang Manish Kumar Huda Khayrallah Kenton W. Murray Jeremy Gwinnup Marianna J. Martindale Paul McNamee Kevin Duh Marine Carpuat ODL 49 110 0 02 Nov 2018
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 85 1,869 0 05 Oct 2018
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection Wei Wang Taro Watanabe Macduff Hughes Tetsuji Nakagawa Ciprian Chelba 44 91 0 31 Aug 2018
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation Antonio Toral Sheila Castilho Ke Hu Andy Way 28 189 0 30 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 131 3,490 0 19 Aug 2018
Rapid Adaptation of Neural Machine Translation to New Languages Graham Neubig Junjie Hu AI4CE 35 208 0 13 Aug 2018
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning Julia Kreutzer Joshua Uyheng Stefan Riezler 42 85 0 27 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 75 2,941 0 23 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 73 343 0 17 Apr 2018
Can Neural Machine Translation be Improved with User Feedback? Julia Kreutzer Shahram Khadivi E. Matusov Stefan Riezler 23 94 0 16 Apr 2018
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation Toan Q. Nguyen David Chiang 40 209 0 31 Aug 2017
Dynamic Data Selection for Neural Machine Translation M. V. D. Wees Arianna Bisazza Christof Monz 51 154 0 02 Aug 2017
Curriculum Learning and Minibatch Bucketing in Neural Machine Translation Tom Kocmi Ondrej Bojar 26 140 0 29 Jul 2017
Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation Carolin (Haas) Lawrence Artem Sokolov Stefan Riezler OffRL 42 34 0 28 Jul 2017
A Shared Task on Bandit Learning for Machine Translation Artem Sokolov Julia Kreutzer Kellen Sunderland Pavel Danchenko Witold Szymaniak Hagen Fürstenau Stefan Riezler 45 16 0 27 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 314 129,831 0 12 Jun 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning Julia Kreutzer Artem Sokolov Stefan Riezler 32 49 0 21 Apr 2017
Automated Curriculum Learning for Neural Networks Alex Graves Marc G. Bellemare Jacob Menick Rémi Munos Koray Kavukcuoglu 47 523 0 10 Apr 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 112 2,854 0 14 Mar 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 82 2,081 0 14 Nov 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 91 637 0 24 Jul 2016
Stochastic Structured Prediction under Bandit Feedback Artem Sokolov Julia Kreutzer Christopher Lo Stefan Riezler 31 30 0 02 Jun 2016
Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation Artem Sokolov Stefan Riezler Tanguy Urvoy 25 22 0 18 Jan 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 249 626 0 06 Jan 2016
Minimum Risk Training for Neural Machine Translation Shiqi Shen Yong Cheng Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 83 469 0 08 Dec 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 84 807 0 19 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 133 7,683 0 31 Aug 2015