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Improving Robustness of Machine Translation with Synthetic Noise

25 February 2019

Graham Neubig

Papers citing "Improving Robustness of Machine Translation with Synthetic Noise"

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Title
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance Ahmed Alajrami Xingwei Tan Nikolaos Aletras 82 0 0 03 Oct 2025
In-Domain African Languages Translation Using LLMs and Multi-armed Bandits Pratik Rakesh Singh Kritarth Prasad Mohammadi Zaki Pankaj Wasnik 168 0 0 21 May 2025
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine TranslationInternational Conference on Computational Linguistics (COLING), 2024 Ali Marashian Enora Rice Luke Gessler Alexis Palmer Katharina von der Wense 406 2 0 24 Feb 2025
CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models Meiqi Chen Fandong Meng Yingxue Zhang Yan Zhang Jie Zhou 179 2 0 28 Oct 2024
Harnessing the Power of Noise: A Survey of Techniques and Applications Reyhaneh Abdolazimi Shengmin Jin Pramod K. Varshney Reza Zafarani 118 2 0 08 Oct 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 294 17 0 24 May 2024
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation Kamal Kumar Yinhan Liu Parth Patwa Tanmoy Mihir Adam Roberts 226 5 0 25 Mar 2024
Did Translation Models Get More Robust Without Anyone Even Noticing? Ben Peters Marcely Zanon Boito 219 8 0 06 Mar 2024
Language and Speech Technology for Central Kurdish Varieties Sina Ahmadi Daban Q. Jaff Md Mahfuz Ibn Alam Antonios Anastasopoulos 229 5 0 04 Mar 2024
Evaluating Robustness of Dialogue Summarization Models in the Presence of Naturally Occurring Variations Ankita Gupta Chulaka Gunasekara H. Wan Jatin Ganhotra Sachindra Joshi Marina Danilevsky 160 0 0 15 Nov 2023
BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Aarohi Srivastava David Chiang 222 7 0 31 Oct 2023
ViPE: Visualise Pretty-much EverythingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hassan Shahmohammadi Adhiraj Ghosh Hendrik P. A. Lensch DiffM 131 3 0 16 Oct 2023
Machine Translation Models Stand Strong in the Face of Adversarial AttacksInternational Joint Conference on the Analysis of Images, Social Networks and Texts (AIST), 2023 Pavel Burnyshev Elizaveta Kostenok Alexey Zaytsev SILM AAML 166 0 0 10 Sep 2023
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource LanguagesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Kaushal Kumar Maurya Rahul Kejriwal M. Desarkar Anoop Kunchukuttan 215 1 0 09 May 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP DatasetsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Irina Bejan Artem Sokolov Katja Filippova TDI 279 20 0 27 Feb 2023
Improving the Robustness of Summarization Models by Detecting and Removing Input NoiseConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Kundan Krishna Yao-Min Zhao Jie Jessie Ren Balaji Lakshminarayanan Jiaming Luo Mohammad Saleh Peter J. Liu 103 4 0 20 Dec 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and OpportunitiesACM Computing Surveys (ACM CSUR), 2022 Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie Yang 273 22 0 17 Oct 2022
Checks and Strategies for Enabling Code-Switched Machine Translation Thamme Gowda Mozhdeh Gheini Jonathan May 156 3 0 11 Oct 2022
vec2text with Round-Trip Translations Geoffrey Cideron Sertan Girgin Anton Raichuk Olivier Pietquin Olivier Bachem Léonard Hussenot 152 3 0 14 Sep 2022
PAEG: Phrase-level Adversarial Example Generation for Neural Machine TranslationInternational Conference on Computational Linguistics (COLING), 2022 Juncheng Wan Jian Yang Shuming Ma Dongdong Zhang Weinan Zhang Yong Yu Zhoujun Li SILM AAML 169 5 0 06 Jan 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 432 155 0 15 Dec 2021
To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP Gözde Gül Sahin 164 38 0 18 Nov 2021
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models José Carlos Rosales Núnez Guolong Su Djamé Seddah 104 9 0 24 Oct 2021
Data Augmentation Methods for Anaphoric Zero Pronouns Abdulrahman Aloraini Massimo Poesio 131 5 0 20 Sep 2021
Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise Noëmi Aepli Rico Sennrich 208 22 0 14 Sep 2021
Secoco: Self-Correcting Encoding for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Tao Wang Chengqi Zhao Mingxuan Wang Lei Li Hang Li Deyi Xiong VLM 118 4 0 27 Aug 2021
A Survey of Data Augmentation Approaches for NLPFindings (Findings), 2021 Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 576 895 0 07 May 2021
Addressing the Vulnerability of NMT in Input PerturbationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Weiwen Xu Ai Ti Aw Yang Ding Kui Wu Shafiq Joty AAML 218 11 0 20 Apr 2021
Robust Open-Vocabulary Translation from Visual Text RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Elizabeth Salesky David Etter Matt Post VLM 307 50 0 16 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 197 4 0 15 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A SurveyJournal of Artificial Intelligence Research (JAIR), 2021 Danielle Saunders AI4CE 279 105 0 14 Apr 2021
Autocorrect in the Process of Translation -- Multi-task Learning Improves Dialogue Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Tao Wang Chengqi Zhao Mingxuan Wang Lei Li Deyi Xiong 146 13 0 30 Mar 2021
Visual Cues and Error Correction for Translation RobustnessConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Zhenhao Li Marek Rei Lucia Specia 196 6 0 12 Mar 2021
Synthetic Source Language Augmentation for Colloquial Neural Machine Translation Asrul Sani Ariesandy Mukhlis Amien Alham Fikri Aji Radityo Eko Prasojo 86 2 0 30 Dec 2020
Improving Text Relationship Modeling with Artificial DataJournal of information science (JIS), 2020 Peter Organisciak Maggie Ryan 109 1 0 27 Oct 2020
Word Shape Matters: Robust Machine Translation with Visual Embedding Haohan Wang Peiyan Zhang Eric Xing 331 15 0 20 Oct 2020
Robust Neural Machine Translation: Modeling Orthographic and Interpunctual Variation Toms Bergmanis Arturs Stafanovivcs Marcis Pinnis AAML 137 7 0 11 Sep 2020
Evaluating Robustness to Input Perturbations for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Xing Niu Prashant Mathur Georgiana Dinu Yaser Al-Onaizan AAML 198 64 0 01 May 2020
Revisiting Round-Trip Translation for Quality EstimationEuropean Association for Machine Translation Conferences/Workshops (EAMT), 2020 Jihyung Moon Hyun Chang Cho Eunjeong Lucy Park 101 35 0 29 Apr 2020
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translationMachine Translation (MT), 2020 Stig-Arne Gronroos Sami Virpioja M. Kurimo 209 7 0 08 Apr 2020
Neural Machine Translation: A Review and SurveyJournal of Artificial Intelligence Research (JAIR), 2019 Felix Stahlberg 3DV AI4TS MedIm 307 369 0 04 Dec 2019
Character-based NMT with Transformer Rohit Gupta Laurent Besacier Marc Dymetman Matthias Gallé 166 24 0 12 Nov 2019
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and RobustnessConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Alexandre Berard Ioan Calapodescu Marc Dymetman Claude Roux Jean-Luc Meunier Vassilina Nikoulina 119 28 0 31 Oct 2019
On the use of BERT for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Stéphane Clinchant K. Jung Vassilina Nikoulina 183 96 0 27 Sep 2019
Naver Labs Europe's Systems for the WMT19 Machine Translation Robustness TaskConference on Machine Translation (WMT), 2019 Alexandre Berard Ioan Calapodescu Claude Roux VLM 139 60 0 15 Jul 2019
Findings of the First Shared Task on Machine Translation RobustnessConference on Machine Translation (WMT), 2019 Xian Li Paul Michel Antonios Anastasopoulos Yonatan Belinkov Nadir Durrani Philipp Koehn Philipp Koehn Graham Neubig J. Pino Hassan Sajjad 171 64 0 27 Jun 2019
CUNI System for the WMT19 Robustness TaskConference on Machine Translation (WMT), 2019 Jindřich Helcl Jindrich Libovický Martin Popel 103 10 0 21 Jun 2019
Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System ReportConference on Machine Translation (WMT), 2019 Renjie Zheng Hairong Liu Mingbo Ma Baigong Zheng Liang Huang 189 11 0 19 Jun 2019
An Analysis of Source-Side Grammatical Errors in NMT Antonios Anastasopoulos 84 18 0 24 May 2019
Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation Vladimir Karpukhin Omer Levy Jacob Eisenstein Marjan Ghazvininejad 122 126 0 05 Feb 2019