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
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction Gyubok Lee Soyoung Yang Edward Choi 61 6 0 12 May 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation Zihan Liu Genta Indra Winata Pascale Fung VLM CLL 45 50 0 09 May 2021
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation Zaixiang Zheng Hao Zhou Shujian Huang Jiajun Chen Jingjing Xu Lei Li 29 12 0 07 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 47 804 0 07 May 2021
Addressing the Vulnerability of NMT in Input Perturbations Weiwen Xu Ai Ti Aw Yang Ding Kui Wu Shafiq Joty AAML 52 10 0 20 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 270 33 0 18 Apr 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Devang Kulshreshtha Robert Belfer Iulian Serban Siva Reddy OOD 26 16 0 18 Apr 2021
Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation Seiichiro Kondo Kengo Hotate Masahiro Kaneko Mamoru Komachi 33 16 0 17 Apr 2021
Moving on from OntoNotes: Coreference Resolution Model Transfer Patrick Xia Benjamin Van Durme 42 30 0 17 Apr 2021
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks Mohammad Sadegh Rasooli Chris Callison-Burch Derry Wijaya CLIP 34 5 0 16 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 68 483 0 16 Apr 2021
Comparison of Grammatical Error Correction Using Back-Translation Models Aomi Koyama Kengo Hotate Masahiro Kaneko Mamoru Komachi 28 10 0 16 Apr 2021
Improving Gender Translation Accuracy with Filtered Self-Training Prafulla Kumar Choubey Anna Currey Prashant Mathur Georgiana Dinu 23 10 0 15 Apr 2021
Simultaneous Multi-Pivot Neural Machine Translation Raj Dabre Aizhan Imankulova Masahiro Kaneko Abhisek Chakrabarty LRM 37 11 0 15 Apr 2021
Consistency Training with Virtual Adversarial Discrete Perturbation Jungsoo Park Gyuwan Kim Jaewoo Kang 38 15 0 15 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 34 86 0 14 Apr 2021
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Di Wu Yiren Chen Liang Ding Dacheng Tao 46 10 0 13 Apr 2021
Lessons on Parameter Sharing across Layers in Transformers Sho Takase Shun Kiyono 25 85 0 13 Apr 2021
Learning to Synthesize Data for Semantic Parsing Bailin Wang Wenpeng Yin Xi Lin Caiming Xiong 20 50 0 12 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 42 231 0 12 Apr 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost Zhen Wu Lijun Wu Qi Meng Yingce Xia Shufang Xie Tao Qin Xinyu Dai Tie-Yan Liu 25 22 0 11 Apr 2021
XFORMAL: A Benchmark for Multilingual Formality Style Transfer Eleftheria Briakou Di Lu Ke Zhang Joel R. Tetreault 27 55 0 08 Apr 2021
Extended Parallel Corpus for Amharic-English Machine Translation A. Gezmu A. Nürnberger T. Bati 27 16 0 08 Apr 2021
Rethinking Perturbations in Encoder-Decoders for Fast Training Sho Takase Shun Kiyono 33 45 0 05 Apr 2021
IndT5: A Text-to-Text Transformer for 10 Indigenous Languages El Moatez Billah Nagoudi Wei-Rui Chen Muhammad Abdul-Mageed H. Cavusoglu 41 24 0 04 Apr 2021
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR Tsz Kin Lam Mayumi Ohta Shigehiko Schamoni Stefan Riezler 33 27 0 03 Apr 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 32 12 0 31 Mar 2021
An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation Lidia Kidane Sachin Kumar Yulia Tsvetkov 19 7 0 31 Mar 2021
Data Augmentation in a Hybrid Approach for Aspect-Based Sentiment Analysis Tomas Liesting Flavius Frasincar Maria Mihaela Truşcǎ 21 30 0 29 Mar 2021
PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation D. Papadopoulos N. Papadakis N. Matsatsinis 24 8 0 28 Mar 2021
Unsupervised Document Embedding via Contrastive Augmentation Dongsheng Luo Wei Cheng Jingchao Ni Wenchao Yu Xuchao Zhang ... Yanchi Liu Zhengzhang Chen Dongjin Song Haifeng Chen Xiang Zhang SSL 31 12 0 26 Mar 2021
Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers Markus Bayer M. Kaufhold Björn Buchhold Marcel Keller J. Dallmeyer Christian A. Reuter 31 114 0 26 Mar 2021
Token-wise Curriculum Learning for Neural Machine Translation Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao T. Zhao 50 4 0 20 Mar 2021
Cost-effective Deployment of BERT Models in Serverless Environment Katarína Benesová Andrej Svec Marek Suppa 28 2 0 19 Mar 2021
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Alexander Fraser SSL 42 26 0 18 Mar 2021
Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language Bonaventure F. P. Dossou Chris C. Emezue 17 4 0 14 Mar 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution Xavier Garcia Noah Constant Ankur P. Parikh Orhan Firat 48 42 0 11 Mar 2021
Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings Carlos Mullov Ngoc-Quan Pham A. Waibel 27 3 0 11 Mar 2021
Self-Learning for Zero Shot Neural Machine Translation Surafel Melaku Lakew Matteo Negri Marco Turchi 26 1 0 10 Mar 2021
Gradual Fine-Tuning for Low-Resource Domain Adaptation Haoran Xu Seth Ebner M. Yarmohammadi A. White Benjamin Van Durme Kenton W. Murray CLL 33 39 0 03 Mar 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 32 571 0 28 Feb 2021
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking Taha İbrahim Aksu Zhengyuan Liu Min-Yen Kan Nancy F. Chen 45 9 0 27 Feb 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation Yuqiang Xie Luxi Xing Wei Peng Yue Hu 24 4 0 25 Feb 2021
Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging Emmanouil Stergiadis Satendra Kumar Fedor Kovalev Pavel Levin 21 12 0 19 Feb 2021
Back Translation Survey for Improving Text Augmentation Matt Ciolino David Noever Josh Kalin 44 0 0 19 Feb 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering Abhilasha Ravichander Siddharth Dalmia Maria Ryskina Florian Metze Eduard H. Hovy A. Black ELM 36 32 0 16 Feb 2021
Meta Back-translation Hieu H. Pham Xinyi Wang Yiming Yang Graham Neubig 24 25 0 15 Feb 2021
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders Junwei Liao Yu Shi Ming Gong Linjun Shou Hong Qu Michael Zeng 34 10 0 12 Feb 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models Jonávs Kulhánek Vojtvech Hudevcek Tomávs Nekvinda Ondrej Dusek 27 44 0 09 Feb 2021
Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang Xiaoyu Shen D. Zhu Vera Demberg Hui Su 30 46 0 06 Feb 2021