Improving Back-Translation with Uncertainty-based Confidence Estimation

31 August 2019

Shuo Wang

Yang Liu

Maosong Sun

Papers citing "Improving Back-Translation with Uncertainty-based Confidence Estimation"

20 / 20 papers shown

Title
Language Model Cascades: Token-level uncertainty and beyond Neha Gupta Harikrishna Narasimhan Wittawat Jitkrittum A. S. Rawat A. Menon Sanjiv Kumar UQLM 55 42 0 15 Apr 2024
An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling Xuemei Tang Qi Su 26 0 0 21 Feb 2024
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? Pei Zhang Baosong Yang Hao-Ran Wei Dayiheng Liu Kai Fan Luo Si Jun Xie 26 3 0 25 Nov 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 58 3 0 22 Oct 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 45 9 0 14 Sep 2022
Learning Confidence for Transformer-based Neural Machine Translation Yu Lu Jiali Zeng Jiajun Zhang Shuangzhi Wu Mu Li 49 9 0 22 Mar 2022
A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications Xinlei Zhou Han Liu Farhad Pourpanah T. Zeng Xizhao Wang UQCV UD 29 58 0 03 Nov 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 45 237 0 29 Jun 2021
Trust It or Not: Confidence-Guided Automatic Radiology Report Generation Yixin Wang Zihao Lin Zhe Xu Haoyu Dong Jiang Tian Jie Luo Zhongchao Shi Yang Zhang Jianping Fan Zhiqiang He UQCV MedIm 41 12 0 21 Jun 2021
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation Rui Jiao Zonghan Yang Maosong Sun Yang Liu 22 10 0 16 Jun 2021
Prevent the Language Model from being Overconfident in Neural Machine Translation Mengqi Miao Fandong Meng Yijin Liu Xiao-Hua Zhou Jie Zhou 34 40 0 24 May 2021
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 32 106 0 31 Dec 2020
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization Yinuo Guo Hualei Zhu Zeqi Lin Bei Chen Jian-Guang Lou Dongmei Zhang BDL 182 26 0 08 Dec 2020
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers Tim Z. Xiao Aidan Gomez Y. Gal UQLM 15 33 0 08 Jun 2020
On the Inference Calibration of Neural Machine Translation Shuo Wang Zhaopeng Tu Shuming Shi Yang Liu 19 80 0 03 May 2020
Dynamic Data Selection and Weighting for Iterative Back-Translation Zi-Yi Dou Antonios Anastasopoulos Graham Neubig 24 50 0 07 Apr 2020
AR: Auto-Repair the Synthetic Data for Neural Machine Translation Shanbo Cheng Shaohui Kuang Rongxiang Weng Heng Yu Changfeng Zhu Weihua Luo SyDa 33 3 0 05 Apr 2020
Explaining and Generalizing Back-Translation through Wake-Sleep Ryan Cotterell Julia Kreutzer 115 39 0 12 Jun 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,167 0 06 Jun 2015