Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation

5 February 2019

Papers citing "Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation"

28 / 28 papers shown

Title
CERT-ED: Certifiably Robust Text Classification for Edit Distance Zhuoqun Huang Yipeng Wang Seunghee Shin Benjamin I. P. Rubinstein AAML 60 1 0 01 Aug 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 58 0 0 13 Mar 2024
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? Leiyu Pan Supryadi Supryadi Deyi Xiong AAML 31 0 0 31 Oct 2023
Ask Language Model to Clean Your Noisy Translation Data Quinten Bolding Baohao Liao Brandon James Denis Jun Luo Christof Monz 35 5 0 20 Oct 2023
ViPE: Visualise Pretty-much Everything Hassan Shahmohammadi Adhiraj Ghosh Hendrik P. A. Lensch DiffM 42 1 0 16 Oct 2023
Optimized Tokenization for Transcribed Error Correction Tomer Wullach Shlomo E. Chazan 34 0 0 16 Oct 2023
Impact of Visual Context on Noisy Multimodal NMT: An Empirical Study for English to Indian Languages Baban Gain Dibyanayan Bandyopadhyay Subhabrata Mukherjee Chandranath Adak Asif Ekbal 38 2 0 30 Aug 2023
LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias Mario Almagro Emilio Almazán Diego Ortego David Jiménez 42 3 0 06 Jul 2023
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework Yangyi Chen Hongcheng Gao Ganqu Cui Lifan Yuan Dehan Kong ... Longtao Huang H. Xue Zhiyuan Liu Maosong Sun Heng Ji AAML ELM 38 6 0 29 May 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 42 141 0 28 Mar 2023
Data Augmentation for Neural NLP Domagoj Pluscec Jan Snajder 36 6 0 22 Feb 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 27 47 0 18 Jan 2023
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise Kundan Krishna Yao-Min Zhao Jie Jessie Ren Balaji Lakshminarayanan Jiaming Luo Mohammad Saleh Peter J. Liu 36 4 0 20 Dec 2022
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP Yangyi Chen Hongcheng Gao Ganqu Cui Fanchao Qi Longtao Huang Zhiyuan Liu Maosong Sun SILM 32 46 0 19 Oct 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation Nishant Kambhatla Logan Born Anoop Sarkar 34 16 0 01 Apr 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 34 27 0 10 Mar 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 131 0 15 Dec 2021
To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP Gözde Gül Sahin 44 33 0 18 Nov 2021
Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation Weiting Tan Shuoyang Ding Huda Khayrallah Philipp Koehn SILM AAML 40 1 0 12 Oct 2021
Masked Adversarial Generation for Neural Machine Translation Badr Youbi Idrissi S. Clinchant AAML 37 0 0 01 Sep 2021
Addressing the Vulnerability of NMT in Input Perturbations Weiwen Xu Ai Ti Aw Yang Ding Kui Wu Shafiq Joty AAML 34 10 0 20 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 34 86 0 14 Apr 2021
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng Lu Jiang Wolfgang Macherey Jacob Eisenstein 42 115 0 21 Jun 2020
Adversarial Subword Regularization for Robust Neural Machine Translation Jungsoo Park Mujeen Sung Jinhyuk Lee Jaewoo Kang 27 8 0 29 Apr 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 33 313 0 04 Dec 2019
Robust Neural Machine Translation for Clean and Noisy Speech Transcripts Mattia Antonino Di Gangi Robert Enyedi A. Brusadin Marcello Federico 31 25 0 22 Oct 2019
On the use of BERT for Neural Machine Translation S. Clinchant K. Jung Vassilina Nikoulina 27 89 0 27 Sep 2019
Robust Neural Machine Translation with Doubly Adversarial Inputs Yong Cheng Lu Jiang Wolfgang Macherey AAML 35 254 0 06 Jun 2019