Semi-Supervised Learning for Neural Machine Translation

15 June 2016

Maosong Sun

Papers citing "Semi-Supervised Learning for Neural Machine Translation"

46 / 46 papers shown

Title
Deterministic Reversible Data Augmentation for Neural Machine Translation Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 51 0 0 21 Feb 2025
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch Donglin Di Weinan Zhang Yue Zhang Fanglin Wang 28 1 0 24 Oct 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 49 1 0 18 Jan 2024
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency M. Crouse Ramón Fernández Astudillo Tahira Naseem Subhajit Chaudhury Pavan Kapanipathi Salim Roukos Alexander G. Gray OffRL 22 0 0 31 May 2023
Semi-supervised Neural Machine Translation with Consistency Regularization for Low-Resource Languages Viet H. Pham Thang M. Pham Giang Nguyen Long H. B. Nguyen D. Dinh 19 0 0 02 Apr 2023
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 21 3 0 25 Nov 2022
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Weihua Luo Jun Xie Rong Jin CLL 17 24 0 14 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 27 24 0 08 Apr 2022
Self-Training Vision Language BERTs with a Unified Conditional Model Xiaofeng Yang Fengmao Lv Fayao Liu Guosheng Lin SSL VLM 54 13 0 06 Jan 2022
Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer Fushun Zhu Shan Zhao Peng Wang Hao Wang Hua Yan Shuaicheng Liu ViT 17 16 0 14 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review Subrato Bharati Prajoy Podder M. Rubaiyat Hossain Mondal V. B. Surya Prasath 28 39 0 13 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 38 236 0 29 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
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 28 172 0 14 Jun 2021
Addressing the Vulnerability of NMT in Input Perturbations Weiwen Xu A. Aw Yang Ding Kui Wu Chenyu You AAML 29 10 0 20 Apr 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 25 0 0 31 Mar 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 19 105 0 31 Dec 2020
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 27 30 0 29 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
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization Sang Michael Xie Tengyu Ma Percy Liang 35 13 0 29 Jun 2020
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng Lu Jiang Wolfgang Macherey Jacob Eisenstein 37 115 0 21 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 27 294 0 09 Jun 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng-Wei Zhang 54 60 0 08 Jun 2020
Dual Learning: Theoretical Study and an Algorithmic Extension Zhibing Zhao Yingce Xia Tao Qin Lirong Xia Tie-Yan Liu 29 11 0 17 May 2020
Text Recognition in the Wild: A Survey Xiaoxue Chen Lianwen Jin Yuanzhi Zhu Canjie Luo Tianwei Wang 3DV 27 102 0 07 May 2020
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Wei Peng Chongxuan Huang Tianhao Li Yun-Nung Chen Qun Liu 30 22 0 06 Apr 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 311 0 04 Dec 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 85 2,362 0 11 Nov 2019
Semi-supervisedly Co-embedding Attributed Networks Zaiqiao Meng Shangsong Liang Jinyuan Fang Teng Xiao GNN DRL 18 26 0 31 Oct 2019
Semi-Supervised Neural Text Generation by Joint Learning of Natural Language Generation and Natural Language Understanding Models Raheel Qader François Portet Cyril Labbe 36 23 0 29 Sep 2019
Tagged Back-Translation Isaac Caswell Ciprian Chelba David Grangier 24 218 0 15 Jun 2019
Robust Neural Machine Translation with Doubly Adversarial Inputs Yong Cheng Lu Jiang Wolfgang Macherey AAML 27 254 0 06 Jun 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction Junjie Hu Mengzhou Xia Graham Neubig J. Carbonell 25 74 0 02 Jun 2019
Soft Contextual Data Augmentation for Neural Machine Translation Jinhua Zhu Fei Gao Lijun Wu Yingce Xia Tao Qin Wen-gang Zhou Xueqi Cheng Tie-Yan Liu 19 125 0 25 May 2019
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation Xing Niu Weijia Xu Marine Carpuat 19 17 0 02 Nov 2018
Language-Independent Representor for Neural Machine Translation Long Zhou Yuchen Liu Jiajun Zhang Chengqing Zong Guoping Huang 17 1 0 01 Nov 2018
A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu Fei Tian Tao Qin Jianhuang Lai Tie-Yan Liu OffRL 27 182 0 27 Aug 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 28 102 0 20 Jun 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 19 161 0 16 May 2018
Triangular Architecture for Rare Language Translation Shuo Ren Wenhu Chen Shujie Liu Mu Li M. Zhou Shuai Ma 26 33 0 13 May 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 41 340 0 17 Apr 2018
Listening while Speaking: Speech Chain by Deep Learning Andros Tjandra S. Sakti Satoshi Nakamura AuLLM 126 165 0 16 Jul 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation Yun Chen Yang Liu Yong Cheng V. Li 35 147 0 02 May 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Neural Machine Translation with Pivot Languages Yong Cheng Yang Liu Qian Yang Maosong Sun Wenyuan Xu 11 95 0 15 Nov 2016