Balancing Training for Multilingual Neural Machine Translation

14 April 2020

Graham Neubig

Papers citing "Balancing Training for Multilingual Neural Machine Translation"

20 / 70 papers shown

Title
Scaling End-to-End Models for Large-Scale Multilingual ASR Bo-wen Li Ruoming Pang Tara N. Sainath Anmol Gulati Yu Zhang James Qin Parisa Haghani Yifan Jiang Min Ma Junwen Bai CLL 34 76 0 30 Apr 2021
Adaptive Sparse Transformer for Multilingual Translation Hongyu Gong Xian Li Dmitriy Genzel 28 14 0 15 Apr 2021
Gradient-guided Loss Masking for Neural Machine Translation Xinyi Wang Ankur Bapna Melvin Johnson Orhan Firat 26 9 0 26 Feb 2021
Meta Back-translation Hieu H. Pham Xinyi Wang Yiming Yang Graham Neubig 19 25 0 15 Feb 2021
Multi-Objective Meta Learning Feiyang Ye Baijiong Lin Zhixiong Yue Pengxin Guo Qiao Xiao Yu Zhang 49 47 0 14 Feb 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling Ishan Tarunesh Sushil Khyalia Vishwajeet Kumar Ganesh Ramakrishnan Preethi Jyothi 39 16 0 25 Jan 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision Si Sun Yingzhuo Qian Zhenghao Liu Chenyan Xiong Kaitao Zhang Jie Bao Zhiyuan Liu Paul N. Bennett 36 18 0 29 Dec 2020
Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition Yubei Xiao Ke Gong Pan Zhou Guolin Zheng Xiaodan Liang Liang Lin 30 34 0 22 Dec 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 41 832 0 21 Oct 2020
Complete Multilingual Neural Machine Translation Markus Freitag Orhan Firat 27 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 33 196 0 12 Oct 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang Zachary Chase Lipton Yulia Tsvetkov 26 31 0 06 Oct 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages W. Nekoto Vukosi Marivate T. Matsila Timi E. Fasubaa T. Kolawole ... A. Olabiyi A. Ramkilowan A. Oktem Adewale Akinfaderin Abdallah Bashir 32 198 0 05 Oct 2020
Deep Transformers with Latent Depth Xian Li Asa Cooper Stickland Yuqing Tang X. Kong 27 22 0 28 Sep 2020
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks Jimin Sun Hwijeen Ahn Chan Young Park Yulia Tsvetkov David R. Mortensen 14 3 0 16 Jun 2020
Class-Weighted Classification: Trade-offs and Robust Approaches Ziyu Xu Chen Dan Justin Khim Pradeep Ravikumar 24 39 0 26 May 2020
Dynamic Data Selection and Weighting for Iterative Back-Translation Zi-Yi Dou Antonios Anastasopoulos Graham Neubig 24 50 0 07 Apr 2020
Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang Ye Tian Jiquan Ngiam Yinfei Yang Isaac Caswell Zarana Parekh 30 39 0 28 Aug 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 496 11,727 0 09 Mar 2017
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 224 315 0 06 Jun 2016