Minimum Risk Training for Neural Machine Translation

8 December 2015

Maosong Sun

Yang Liu

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Papers citing "Minimum Risk Training for Neural Machine Translation"

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Title
Sequence-level Large Language Model Training with Contrastive Preference Optimization Zhili Feng Dhananjay Ram Cole Hawkins Aditya Rawal Jinman Zhao Sheng Zha 64 0 0 23 Feb 2025
Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings Miguel Moura Ramos Tomás Almeida Daniel Vareta Filipe Azevedo Sweta Agrawal Patrick Fernandes André F. T. Martins 36 1 0 08 Nov 2024
Don't Throw Away Data: Better Sequence Knowledge Distillation Jun Wang Eleftheria Briakou Hamid Dadkhahi Rishabh Agarwal Colin Cherry Trevor Cohn 53 5 0 15 Jul 2024
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt Deng Cai Huayang Li Tingchen Fu Siheng Li Weiwen Xu ... Leyang Cui Yan Wang Lemao Liu Taro Watanabe Shuming Shi KELM 30 2 0 24 Jun 2024
Context Consistency between Training and Testing in Simultaneous Machine Translation M. Zhong Lemao Liu Kehai Chen Mingming Yang Min Zhang LRM 47 0 0 13 Nov 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 46 3 0 08 Aug 2023
Tuning computer vision models with task rewards André Susano Pinto Alexander Kolesnikov Yuge Shi Lucas Beyer Xiaohua Zhai VLM 27 40 0 16 Feb 2023
RMM: Reinforced Memory Management for Class-Incremental Learning Yaoyao Liu Bernt Schiele Qianru Sun CLL 34 93 0 14 Jan 2023
LENS: A Learnable Evaluation Metric for Text Simplification Mounica Maddela Yao Dou David Heineman Wei-ping Xu 29 63 0 19 Dec 2022
Deliberation Networks and How to Train Them Qingyun Dou Mark Gales 24 0 0 06 Nov 2022
Multi-Granularity Optimization for Non-Autoregressive Translation Yafu Li Leyang Cui Yongjing Yin Yue Zhang 37 7 0 20 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 29 59 0 06 Oct 2022
GROOT: Corrective Reward Optimization for Generative Sequential Labeling Kazuma Hashimoto K. Raman VLM 19 1 0 29 Sep 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 42 1 0 15 Sep 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 66 206 0 26 May 2022
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 41 57 0 02 May 2022
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation Kushal Arora Layla El Asri Hareesh Bahuleyan Jackie C.K. Cheung 40 79 0 03 Apr 2022
Enabling arbitrary translation objectives with Adaptive Tree Search Wang Ling Wojciech Stokowiec Domenic Donato Laurent Sartran Lei Yu Austin Matthews Chris Dyer 14 0 0 23 Feb 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 32 6 0 10 Feb 2022
Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation Weiting Tan Shuoyang Ding Huda Khayrallah Philipp Koehn SILM AAML 35 1 0 12 Oct 2021
Integrating Categorical Features in End-to-End ASR Rongqing Huang 26 1 0 06 Oct 2021
Conditional Poisson Stochastic Beam Search Clara Meister Afra Amini Tim Vieira Ryan Cotterell 24 10 0 22 Sep 2021
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation Michalis Korakakis Andreas Vlachos CLL 31 2 0 13 Sep 2021
Fixing exposure bias with imitation learning needs powerful oracles L. Hormann Artem Sokolov 31 3 0 09 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 36 150 0 01 Sep 2021
Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Yijin Liu Fandong Meng Jinan Xu Jinan Xu Jie Zhou 28 16 0 30 Aug 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation Yufei Wang Can Xu Huang Hu Chongyang Tao Stephen Wan Mark Dras Mark Johnson Daxin Jiang 19 10 0 27 Jul 2021
Modelling Latent Translations for Cross-Lingual Transfer Edoardo Ponti Julia Kreutzer Ivan Vulić Siva Reddy 32 18 0 23 Jul 2021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Samuel Kiegeland Julia Kreutzer AAML 37 46 0 16 Jun 2021
Computational Morphology with Neural Network Approaches Ling Liu AI4CE 32 8 0 19 May 2021
Reward Optimization for Neural Machine Translation with Learned Metrics Raphael Shu Kang Min Yoo Jung-Woo Ha 35 12 0 15 Apr 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 22 105 0 31 Dec 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation Chen Xu Bojie Hu Yufan Jiang Kai Feng Zeyang Wang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 15 22 0 30 Nov 2020
WeChat Neural Machine Translation Systems for WMT20 Fandong Meng Jianhao Yan Yijin Liu Yuan Gao Xia Zeng ... Peng Li Ming Chen Jie Zhou Sifan Liu Hao Zhou 27 21 0 01 Oct 2020
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models Sumanta Bhattacharyya Pedram Rooshenas Subhajit Naskar Simeng Sun Mohit Iyyer Andrew McCallum 37 57 0 20 Sep 2020
Class LM and word mapping for contextual biasing in End-to-End ASR Rongqing Huang Ossama Abdel-Hamid Xinwei Li G. Evermann 28 47 0 10 Jul 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 22 156 0 07 May 2020
Using Context in Neural Machine Translation Training Objectives Danielle Saunders Felix Stahlberg Bill Byrne 19 20 0 04 May 2020
Estimating Gradients for Discrete Random Variables by Sampling without Replacement W. Kool H. V. Hoof Max Welling BDL 31 49 0 14 Feb 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 312 0 04 Dec 2019
On the Weaknesses of Reinforcement Learning for Neural Machine Translation Leshem Choshen Lior Fox Zohar Aizenbud Omri Abend 17 104 0 03 Jul 2019
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation Chenze Shao Yang Feng Jinchao Zhang Fandong Meng Xilin Chen Jie Zhou 24 42 0 22 Jun 2019
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B Jiaming Luo Yuan Cao Regina Barzilay 13 24 0 16 Jun 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 44 101 0 13 May 2019
Synchronous Bidirectional Neural Machine Translation Long Zhou Jiajun Zhang Chengqing Zong 22 106 0 13 May 2019
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations Meishan Zhang Zhenghua Li Guohong Fu Min Zhang 27 55 0 08 May 2019
DTMT: A Novel Deep Transition Architecture for Neural Machine Translation Fandong Meng Jinchao Zhang AI4CE 24 44 0 19 Dec 2018
Improving the Transformer Translation Model with Document-Level Context Jiacheng Zhang Huanbo Luan Maosong Sun Feifei Zhai Jingfang Xu Min Zhang Yang Liu 51 250 0 08 Oct 2018
Chinese Poetry Generation with a Working Memory Model Xiaoyuan Yi Maosong Sun Ruoyu Li Zonghan Yang 30 46 0 12 Sep 2018
Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter Lijun Wu Xu Tan Di He Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu 18 48 0 01 Sep 2018