Evaluating Robustness to Input Perturbations for Neural Machine
Translation

Evaluating Robustness to Input Perturbations for Neural Machine Translation

1 May 2020

Prashant Mathur

Yaser Al-Onaizan

Papers citing "Evaluating Robustness to Input Perturbations for Neural Machine Translation"

13 / 13 papers shown

Title
Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation Paulo Cavalin P. Domingues Claudio S. Pinhanez 35 0 0 03 Jul 2024
What Have We Achieved on Non-autoregressive Translation? Yafu Li Huajian Zhang Jianhao Yan Yongjing Yin Yue Zhang 33 1 0 21 May 2024
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? Leiyu Pan Supryadi Supryadi Deyi Xiong AAML 21 0 0 31 Oct 2023
A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation Sahar Sadrizadeh Ljiljana Dolamic P. Frossard AAML SILM 40 2 0 29 Aug 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 33 4 0 20 Dec 2022
Checks and Strategies for Enabling Code-Switched Machine Translation Thamme Gowda Mozhdeh Gheini Jonathan May 30 3 0 11 Oct 2022
MaxMatch-Dropout: Subword Regularization for WordPiece Tatsuya Hiraoka 43 8 0 09 Sep 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview Florian Karl Tobias Pielok Julia Moosbauer Florian Pfisterer Stefan Coors ... Jakob Richter Michel Lang Eduardo C. Garrido-Merchán Juergen Branke B. Bischl AI4CE 26 56 0 15 Jun 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models Tianlu Wang Rohit Sridhar Diyi Yang Xuezhi Wang AAML 120 72 0 14 Oct 2021
Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation Weiting Tan Shuoyang Ding Huda Khayrallah Philipp Koehn SILM AAML 19 1 0 12 Oct 2021
Masked Adversarial Generation for Neural Machine Translation Badr Youbi Idrissi S. Clinchant AAML 26 0 0 01 Sep 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations M. Moradi Matthias Samwald AAML 48 95 0 27 Aug 2021