Data Augmentation for Low-Resource Neural Machine Translation

1 May 2017

Papers citing "Data Augmentation for Low-Resource Neural Machine Translation"

36 / 86 papers shown

Title
TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation Samuel G. Müller Frank Hutter ViT MQ 24 275 0 18 Mar 2021
Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation Elizabeth Fons Paula Dawson Xiao-Jun Zeng J. Keane Alexandros Iosifidis AI4TS 23 23 0 16 Feb 2021
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 23 107 0 05 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 20 22 0 30 Nov 2020
Optimizing Transformer for Low-Resource Neural Machine Translation Ali Araabi Christof Monz VLM 41 78 0 04 Nov 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 221 287 0 23 Oct 2020
An Analysis of Simple Data Augmentation for Named Entity Recognition Xiang Dai Heike Adel 35 194 0 22 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 29 79 0 08 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 15 37 0 04 Oct 2020
Meta-Learning Requires Meta-Augmentation Janarthanan Rajendran A. Irpan Eric Jang 24 93 0 10 Jul 2020
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng Lu Jiang Wolfgang Macherey Jacob Eisenstein 37 115 0 21 Jun 2020
FFR v1.1: Fon-French Neural Machine Translation Bonaventure F. P. Dossou Chris C. Emezue 22 25 0 14 Jun 2020
Low-resource Languages: A Review of Past Work and Future Challenges Alexandre Magueresse Vincent Carles Evan Heetderks 31 165 0 12 Jun 2020
Data Augmentation for Graph Neural Networks Tong Zhao Yozen Liu Leonardo Neves Oliver J. Woodford Meng Jiang Neil Shah GNN 30 407 0 11 Jun 2020
Query Resolution for Conversational Search with Limited Supervision Nikos Voskarides Dan Li Pengjie Ren Evangelos Kanoulas Maarten de Rijke 25 123 0 24 May 2020
Simplify-then-Translate: Automatic Preprocessing for Black-Box Machine Translation Sneha Mehta Bahareh Azarnoush Boris Chen Avneesh Singh Saluja Vinith Misra Ballav Bihani Ritwik K. Kumar 31 17 0 22 May 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 30 91 0 24 Apr 2020
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Wei Peng Chongxuan Huang Tianhao Li Yun-Nung Chen Qun Liu 37 23 0 06 Apr 2020
Fast Cross-domain Data Augmentation through Neural Sentence Editing Guillaume Raille Sandra Djambazovska C. Musat 22 11 0 23 Mar 2020
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 38 276 0 29 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Improving short text classification through global augmentation methods Vukosi Marivate T. Sefara VLM 26 95 0 07 Jul 2019
Robust Neural Machine Translation with Doubly Adversarial Inputs Yong Cheng Lu Jiang Wolfgang Macherey AAML 30 254 0 06 Jun 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction Junjie Hu Mengzhou Xia Graham Neubig J. Carbonell 27 75 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 27 125 0 25 May 2019
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems Inigo Jauregi Unanue E. Z. Borzeshi Nazanin Esmaili Massimo Piccardi 27 8 0 04 Apr 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Jingqing Zhang Piyawat Lertvittayakumjorn Yike Guo VLM 33 118 0 29 Mar 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 37 1,913 0 31 Jan 2019
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs Claude Coulombe 19 117 0 05 Dec 2018
Language-Independent Representor for Neural Machine Translation Long Zhou Yuchen Liu Jiajun Zhang Chengqing Zong Guoping Huang 33 1 0 01 Nov 2018
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 29 91 0 07 Sep 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation Marzieh Fadaee Christof Monz 19 98 0 27 Aug 2018
On the Impact of Various Types of Noise on Neural Machine Translation Huda Khayrallah Philipp Koehn AAML 34 218 0 31 May 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 22 19 0 14 May 2018
Data Augmentation by Pairing Samples for Images Classification H. Inoue 28 420 0 09 Jan 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015