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1903.00041
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Reinforcement Learning based Curriculum Optimization for Neural Machine Translation
North American Chapter of the Association for Computational Linguistics (NAACL), 2019
28 February 2019
Manish Kumar
George F. Foster
Colin Cherry
M. Krikun
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Papers citing
"Reinforcement Learning based Curriculum Optimization for Neural Machine Translation"
40 / 40 papers shown
Searching for Difficult-to-Translate Test Examples at Scale
Wenda Xu
Vilém Zouhar
Parker Riley
Mara Finkelstein
Markus Freitag
Daniel Deutsch
AAML
160
0
0
30 Sep 2025
Adaptively Point-weighting Curriculum Learning
Wensheng Li
Hao Wang
Ruifeng Zhou
Hanting Guan
Chao Zhang
Dacheng Tao
ODL
236
0
0
03 May 2025
Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning
Alexis Allemann
Àlex R. Atrio
Andrei Popescu-Belis
323
2
0
08 Oct 2024
A Psychology-based Unified Dynamic Framework for Curriculum Learning
Computational Linguistics (CL), 2024
Guangyu Meng
Qingkai Zeng
John P. Lalor
Hong-ye Yu
228
1
0
09 Aug 2024
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation
Yongjing Yin
Jiali Zeng
Yafu Li
Fandong Meng
Yue Zhang
405
2
0
03 Jun 2024
Adaptive Training Distributions with Scalable Online Bilevel Optimization
David Grangier
Pierre Ablin
Awni Y. Hannun
215
12
0
20 Nov 2023
Progressively Efficient Learning
Ruijie Zheng
Khanh Nguyen
Hal Daumé
Furong Huang
Karthik Narasimhan
203
1
0
13 Oct 2023
Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Keyu Chen
Zhuang Di
Mingchen Li
J. M. Chang
307
5
0
06 Sep 2023
Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction
Knowledge Discovery and Data Mining (KDD), 2023
Zhangchi Zhu
Lu Wang
Lu Wang
Chao Du
Wei Zhang
Hang Dong
Bo Qiao
Qingwei Lin
Saravan Rajmohan
Dongmei Zhang
NoLa
OnRL
213
17
0
01 Aug 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Irina Bejan
Artem Sokolov
Katja Filippova
TDI
337
21
0
27 Feb 2023
Guiding Large Language Models via Directional Stimulus Prompting
Neural Information Processing Systems (NeurIPS), 2023
Zekun Li
Baolin Peng
Pengcheng He
Michel Galley
Jianfeng Gao
Xi Yan
LLMAG
LRM
LM&Ro
455
132
0
22 Feb 2023
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Maha Elbayad
Anna Y. Sun
Shruti Bhosale
MoE
167
15
0
15 Dec 2022
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Qi Jia
Yizhu Liu
Haifeng Tang
Kenny Q. Zhu
ELM
SyDa
LRM
249
5
0
21 Nov 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Fenia Christopoulou
Gerasimos Lampouras
Ignacio Iacobacci
296
5
0
22 Oct 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Fenglin Liu
Shen Ge
Yuexian Zou
Xian Wu
MedIm
352
169
0
24 Jun 2022
Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning
Shuhan Qi
Shuhao Zhang
Xiaohan Hou
Jia-jia Zhang
Xinyu Wang
Jing Xiao
133
0
0
11 May 2022
Data Selection Curriculum for Neural Machine Translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tasnim Mohiuddin
Philipp Koehn
Vishrav Chaudhary
James Cross
Shruti Bhosale
Shafiq Joty
170
17
0
25 Mar 2022
An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Sweta Agrawal
Marine Carpuat
KELM
688
24
0
17 Mar 2022
Curriculum optimization for low-resource speech recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Anastasia Kuznetsova
Anurag Kumar
Jennifer Drexler Fox
Francis M. Tyers
134
3
0
17 Feb 2022
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits
Julia Kreutzer
David Vilar
Artem Sokolov
209
18
0
13 Oct 2021
On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation
Dan Iter
David Grangier
265
11
0
15 Sep 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey
Journal of Artificial Intelligence Research (JAIR), 2021
Danielle Saunders
AI4CE
359
106
0
14 Apr 2021
Token-wise Curriculum Learning for Neural Machine Translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Chen Liang
Haoming Jiang
Xiaodong Liu
Pengcheng He
Weizhu Chen
Jianfeng Gao
T. Zhao
196
5
0
20 Mar 2021
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora
Conference on Machine Translation (WMT), 2021
G. Kumar
Philipp Koehn
Sanjeev Khudanpur
212
1
0
11 Mar 2021
Learning Policies for Multilingual Training of Neural Machine Translation Systems
G. Kumar
Philipp Koehn
Sanjeev Khudanpur
150
2
0
11 Mar 2021
Curriculum Learning: A Survey
International Journal of Computer Vision (IJCV), 2021
Petru Soviany
Radu Tudor Ionescu
Paolo Rota
Andrii Zadaianchuk
ODL
581
481
0
25 Jan 2021
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation
International Conference on Computational Linguistics (COLING), 2020
Chen Xu
Bojie Hu
Yufan Jiang
Kai Feng
Zeyang Wang
Shen Huang
Qi Ju
Tong Xiao
Jingbo Zhu
257
23
0
30 Nov 2020
A Survey on Curriculum Learning
Xin Eric Wang
Yudong Chen
Wenwu Zhu
SyDa
327
24
0
25 Oct 2020
Self-Paced Learning for Neural Machine Translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Boyi Deng
Baosong Yang
Yang Li
Yikai Zhou
Lidia S. Chao
Haibo Zhang
Boxing Chen
216
51
0
09 Oct 2020
Data Weighted Training Strategies for Grammatical Error Correction
Transactions of the Association for Computational Linguistics (TACL), 2020
Jared Lichtarge
Chris Alberti
Shankar Kumar
236
50
0
07 Aug 2020
Norm-Based Curriculum Learning for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Xuebo Liu
Houtim Lai
Yang Li
Lidia S. Chao
175
128
0
03 Jun 2020
Reinforced Curriculum Learning on Pre-trained Neural Machine Translation Models
AAAI Conference on Artificial Intelligence (AAAI), 2020
Mingjun Zhao
Haijiang Wu
Di Niu
Xiaoli Wang
188
45
0
13 Apr 2020
Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation
Dana Ruiter
Josef van Genabith
C. España-Bonet
SSL
209
3
0
07 Apr 2020
Neural Machine Translation: A Review and Survey
Journal of Artificial Intelligence Research (JAIR), 2019
Felix Stahlberg
3DV
AI4TS
MedIm
376
381
0
04 Dec 2019
Optimizing Data Usage via Differentiable Rewards
International Conference on Machine Learning (ICML), 2019
Xinyi Wang
Hieu H. Pham
Paul Michel
Antonios Anastasopoulos
J. Carbonell
Graham Neubig
394
66
0
22 Nov 2019
Learning a Multi-Domain Curriculum for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Wei Wang
Ye Tian
Jiquan Ngiam
Yinfei Yang
Isaac Caswell
Zarana Parekh
271
40
0
28 Aug 2019
Self-Regulated Interactive Sequence-to-Sequence Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Julia Kreutzer
Stefan Riezler
111
8
0
11 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
265
449
0
11 Jul 2019
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Wei Wang
Isaac Caswell
Ciprian Chelba
219
63
0
03 Jun 2019
Curriculum Learning for Domain Adaptation in Neural Machine Translation
North American Chapter of the Association for Computational Linguistics (NAACL), 2019
Xuan Zhang
Pamela Shapiro
Manish Kumar
Paul McNamee
Marine Carpuat
Kevin Duh
177
126
0
14 May 2019
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