Synthetic and Natural Noise Both Break Neural Machine Translation

6 November 2017

Papers citing "Synthetic and Natural Noise Both Break Neural Machine Translation"

50 / 148 papers shown

Title
A Comprehensive Analysis of Adversarial Attacks against Spam Filters Esra Hotoğlu Sevil Sen Burcu Can AAML 29 0 0 04 May 2025
Deterministic Reversible Data Augmentation for Neural Machine Translation Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 51 0 0 21 Feb 2025
Diversity-Oriented Data Augmentation with Large Language Models Zaitian Wang Jinghan Zhang Xinhao Zhang Kunpeng Liu Pengfei Wang Yuanchun Zhou 80 1 0 17 Feb 2025
IAE: Irony-based Adversarial Examples for Sentiment Analysis Systems Xiaoyin Yi Jiacheng Huang AAML 59 0 0 12 Nov 2024
Contextual Breach: Assessing the Robustness of Transformer-based QA Models Asir Saadat Nahian Ibn Asad Md Farhan Ishmam AAML 46 0 0 17 Sep 2024
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists Raoyuan Zhao Abdullatif Köksal Yihong Liu Leonie Weissweiler Anna Korhonen Hinrich Schütze SyDa 36 1 0 30 Aug 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance Zhuoqun Huang Yipeng Wang Seunghee Shin Benjamin I. P. Rubinstein AAML 48 1 0 01 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 40 10 0 27 Jul 2024
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization Niyati Bafna Kenton Murray David Yarowsky 63 2 0 19 Jun 2024
SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels Juhwan Choi Kyohoon Jin Junho Lee Sang-hyŏn Song Youngbin Kim 13 5 0 08 Feb 2024
AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes Juhwan Choi Kyohoon Jin Junho Lee Sangmin Song Youngbin Kim 22 1 0 08 Feb 2024
Machine Translation Testing via Syntactic Tree Pruning Quanjun Zhang Juan Zhai Chunrong Fang Jiawei Liu Dongrui Liu Haichuan Hu Qingyu Wang 23 3 0 01 Jan 2024
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? Leiyu Pan Supryadi Supryadi Deyi Xiong AAML 21 0 0 31 Oct 2023
Optimized Tokenization for Transcribed Error Correction Tomer Wullach Shlomo E. Chazan 29 0 0 16 Oct 2023
The Trickle-down Impact of Reward (In-)consistency on RLHF Lingfeng Shen Sihao Chen Linfeng Song Lifeng Jin Baolin Peng Haitao Mi Daniel Khashabi Dong Yu 32 21 0 28 Sep 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 21 2 0 30 Aug 2023
A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation Sahar Sadrizadeh Ljiljana Dolamic P. Frossard AAML SILM 37 2 0 29 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 30 14 0 31 Jul 2023
Joint Dropout: Improving Generalizability in Low-Resource Neural Machine Translation through Phrase Pair Variables Ali Araabi Vlad Niculae Christof Monz 52 1 0 24 Jul 2023
Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data Xinzhe Li Ming Liu Shang Gao MU 27 8 0 02 Jul 2023
Measuring the Robustness of NLP Models to Domain Shifts Nitay Calderon Naveh Porat Eyal Ben-David Alexander Chapanin Zorik Gekhman Nadav Oved Vitaly Shalumov Roi Reichart 21 7 0 31 May 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 31 21 0 26 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 37 2 0 23 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 39 82 0 19 May 2023
Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend Chong Yu Tao Chen Zhongxue Gan AAML 15 1 0 18 May 2023
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility Wen-song Ye Mingfeng Ou Tianyi Li Yipeng Chen Xuetao Ma ... Sai Wu Jie Fu Gang Chen Haobo Wang J. Zhao 46 36 0 15 May 2023
Surfacing Biases in Large Language Models using Contrastive Input Decoding G. Yona Or Honovich Itay Laish Roee Aharoni 27 11 0 12 May 2023
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training Hao Fei Tat-Seng Chua Chenliang Li Donghong Ji Meishan Zhang Yafeng Ren 32 39 0 19 Apr 2023
Evaluating the Robustness of Machine Reading Comprehension Models to Low Resource Entity Renaming Clemencia Siro T. Ajayi 20 2 0 06 Apr 2023
Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching Jiayi Yuan Ruixiang Tang Xiaoqian Jiang Xia Hu LM&MA 27 38 0 24 Mar 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Chenglei Si Zhengyan Zhang Yingfa Chen Xiaozhi Wang Zhiyuan Liu Maosong Sun AAML 26 1 0 14 Feb 2023
TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification Lingfeng Shen Ze Zhang Haiyun Jiang Ying Chen AAML 41 5 0 03 Feb 2023
TransFool: An Adversarial Attack against Neural Machine Translation Models Sahar Sadrizadeh Ljiljana Dolamic P. Frossard SILM AAML 39 12 0 02 Feb 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 29 209 0 16 Jan 2023
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 30 30 0 20 Dec 2022
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training Jing-ling Huang Zhengxuan Wu Kyle Mahowald Christopher Potts 24 13 0 19 Dec 2022
Sources of Noise in Dialogue and How to Deal with Them Derek Chen Zhou Yu 11 2 0 06 Dec 2022
Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models Vikas Raunak Matt Post Arul Menezes EGVM 32 0 0 19 Nov 2022
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel Hamid Palangi Yejin Choi AAML 39 1 0 08 Nov 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 36 3 0 22 Oct 2022
Categorizing Semantic Representations for Neural Machine Translation Yongjing Yin Yafu Li Fandong Meng Jie Zhou Yue Zhang 24 6 0 13 Oct 2022
Checks and Strategies for Enabling Code-Switched Machine Translation Thamme Gowda Mozhdeh Gheini Jonathan May 30 3 0 11 Oct 2022
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions Cuong Hoang Devendra Singh Sachan Prashant Mathur Brian Thompson Marcello Federico 35 2 0 11 Oct 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 183 71 0 19 Sep 2022
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence Markus Bayer Tobias Frey Christian A. Reuter AAML 21 15 0 22 Jul 2022
Blackbird's language matrices (BLMs): a new benchmark to investigate disentangled generalisation in neural networks Paola Merlo A. An M. A. Rodriguez 25 9 0 22 May 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers Vivek Kumar Rishabh Maheshwary Vikram Pudi AIMat 22 14 0 30 Apr 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 27 7 0 26 Apr 2022
Can Rationalization Improve Robustness? Howard Chen Jacqueline He Karthik Narasimhan Danqi Chen AAML 23 40 0 25 Apr 2022
VALUE: Understanding Dialect Disparity in NLU Caleb Ziems Jiaao Chen Camille Harris J. Anderson Diyi Yang ELM 44 41 0 06 Apr 2022