Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

Papers citing "Improving Neural Machine Translation Models with Monolingual Data"

50 / 1,201 papers shown

Title
An Investigation of the (In)effectiveness of Counterfactually Augmented Data Nitish Joshi He He OODD 26 46 0 01 Jul 2021
A Primer on Pretrained Multilingual Language Models Sumanth Doddapaneni Gowtham Ramesh Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar LRM 59 75 0 01 Jul 2021
Mixed Cross Entropy Loss for Neural Machine Translation Haoran Li Wei Lu 24 16 0 30 Jun 2021
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation Kelly Marchisio Markus Freitag David Grangier 22 4 0 30 Jun 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 53 238 0 29 Jun 2021
A Picture May Be Worth a Hundred Words for Visual Question Answering Yusuke Hirota Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Ittetsu Taniguchi Takao Onoye ViT 16 5 0 25 Jun 2021
End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management Silin Gao Ryuichi Takanobu Antoine Bosselut Minlie Huang 27 4 0 22 Jun 2021
On Adversarial Robustness of Synthetic Code Generation Mrinal Anand Pratik Kayal M. Singh 34 4 0 22 Jun 2021
Recurrent Stacking of Layers in Neural Networks: An Application to Neural Machine Translation Raj Dabre Atsushi Fujita 19 1 0 18 Jun 2021
Automatic Construction of Evaluation Suites for Natural Language Generation Datasets Simon Mille Kaustubh D. Dhole Saad Mahamood Laura Perez-Beltrachini Varun Gangal Mihir Kale Emiel van Miltenburg Sebastian Gehrmann ELM 52 22 0 16 Jun 2021
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation Rui Jiao Zonghan Yang Maosong Sun Yang Liu 27 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 40 173 0 14 Jun 2021
Don't Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation Data Rajat Bhatnagar Ananya Ganesh Katharina Kann 26 2 0 12 Jun 2021
Break-It-Fix-It: Unsupervised Learning for Program Repair Michihiro Yasunaga Percy Liang 26 107 0 11 Jun 2021
Generate, Annotate, and Learn: NLP with Synthetic Text Xuanli He Islam Nassar J. Kiros Gholamreza Haffari Mohammad Norouzi 44 52 0 11 Jun 2021
Exploring Unsupervised Pretraining Objectives for Machine Translation Christos Baziotis Ivan Titov Alexandra Birch Barry Haddow AAML AI4CE 34 8 0 10 Jun 2021
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation Xinnuo Xu Guoyin Wang Young-Bum Kim Sungjin Lee 33 31 0 10 Jun 2021
Mode recovery in neural autoregressive sequence modeling Ilia Kulikov Sean Welleck Kyunghyun Cho 14 2 0 10 Jun 2021
Input Augmentation Improves Constrained Beam Search for Neural Machine Translation: NTT at WAT 2021 Katsuki Chousa Makoto Morishita 42 6 0 10 Jun 2021
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT Tasnim Mohiuddin M Saiful Bari Chenyu You 33 8 0 09 Jun 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions Daniel Rosenberg Itai Gat Amir Feder Roi Reichart AAML 44 16 0 08 Jun 2021
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation Yong Cheng Wei Wang Lu Jiang Wolfgang Macherey 34 17 0 08 Jun 2021
Diverse Pretrained Context Encodings Improve Document Translation Domenic Donato Lei Yu Chris Dyer 30 15 0 07 Jun 2021
On the Language Coverage Bias for Neural Machine Translation Shuo Wang Zhaopeng Tu Zhixing Tan Shuming Shi Maosong Sun Yang Liu 22 19 0 07 Jun 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 19 564 0 06 Jun 2021
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation Varun Gangal Harsh Jhamtani Eduard H. Hovy Taylor Berg-Kirkpatrick 22 9 0 05 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 39 202 0 03 Jun 2021
Knowing More About Questions Can Help: Improving Calibration in Question Answering Shujian Zhang Chengyue Gong Eunsol Choi UQLM 38 58 0 02 Jun 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation Wenxiang Jiao Xing Wang Zhaopeng Tu Shuming Shi M. Lyu Irwin King UQLM 16 35 0 02 Jun 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction Zhengbao Jiang Jialong Han Bunyamin Sisman Xin Luna Dong 13 5 0 01 Jun 2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation Eleftheria Briakou Marine Carpuat 16 13 0 31 May 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data Wei-Jen Ko Ahmed El-Kishky Adithya Renduchintala Vishrav Chaudhary Naman Goyal Francisco Guzmán Pascale Fung Philipp Koehn Mona T. Diab 32 41 0 31 May 2021
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval Shuai Bai Zhedong Zheng Xiaohan Wang Junyang Lin Zhu Zhang Chang Zhou Yi Yang Hongxia Yang 29 27 0 31 May 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features Erfan Ghadery Damien Sileo Marie-Francine Moens VLM 24 2 0 31 May 2021
Memory-Efficient Differentiable Transformer Architecture Search Yuekai Zhao Li Dong Yelong Shen Zhihua Zhang Furu Wei Weizhu Chen ViT 32 17 0 31 May 2021
Neural Models for Offensive Language Detection Ehab Hamdy 22 4 0 30 May 2021
How Low is Too Low? A Computational Perspective on Extremely Low-Resource Languages Rachit Bansal Himanshu Choudhary Ravneet Punia Niko Schenk Jacob L Dahl Émilie Pagé-Perron OffRL 11 13 0 30 May 2021
Learning Relation Alignment for Calibrated Cross-modal Retrieval Shuhuai Ren Junyang Lin Guangxiang Zhao Rui Men An Yang Jingren Zhou Xu Sun Hongxia Yang 28 37 0 28 May 2021
Data Augmentation for Text Generation Without Any Augmented Data Wei Bi Huayang Li Jiacheng Huang 25 7 0 28 May 2021
Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax Ehsan Kamalloo Mehdi Rezagholizadeh Peyman Passban Ali Ghodsi AAML 20 17 0 28 May 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models Felix Stahlberg Shankar Kumar SyDa 27 94 0 27 May 2021
Extremely low-resource machine translation for closely related languages Maali Tars Andre Tättar Mark Fishel 23 16 0 27 May 2021
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation Hao Zhou Wen-gang Zhou Weizhen Qi Junfu Pu Houqiang Li SLR 35 182 0 26 May 2021
Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling Marcin Namysl Sven Behnke Joachim Kohler NoLa 12 5 0 25 May 2021
Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection D. Beddiar Md Saroar Jahan Mourad Oussalah 27 83 0 25 May 2021
Neural Machine Translation with Monolingual Translation Memory Deng Cai Yan Wang Huayang Li Wai Lam Lemao Liu 32 101 0 24 May 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 45 271 0 24 May 2021
LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer Machel Reid Victor Zhong 33 72 0 18 May 2021
Data Augmentation for Sign Language Gloss Translation Amit Moryossef Kayo Yin Graham Neubig Yoav Goldberg SLR 26 54 0 16 May 2021
The Volctrans Neural Speech Translation System for IWSLT 2021 Chengqi Zhao Zhicheng Liu Jian-Fei Tong Tao Wang Mingxuan Wang Rong Ye Qianqian Dong Jun Cao Lei Li 32 8 0 16 May 2021