text perturbation

Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance IJCNLP 2025 Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025 Robustness of LLMs to Transliteration Perturbations in Bangla AACL 2025 The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems ACL 2025 CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024 Improving Neural Biasing for Contextual Speech Recognition by Early Context Injection and Text Perturbation Interspeech 2024 MVP: Minimal Viable Phrase for Long Text Understanding COLING 2024 Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors ACL 2024 Typos that Broke the RAG’s Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations EMNLP 2024 “Are Your Explanations Reliable?” Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack EMNLP 2023 Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework ACL 2023 Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection EMNLP 2023 How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks ACL 2023 Learning the Legibility of Visual Text Perturbations EACL 2023 On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023 Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models NeurIPS 2023 SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT ACL 2023 VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models NeurIPS 2023 Adversarial Sample Generation for Aspect based Sentiment Classification AACL 2022 A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction NAACL 2022 Generating Textual Adversaries with Minimal Perturbation EMNLP 2022 Perturbation Augmentation for Fairer NLP EMNLP 2022 Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ACL 2022 Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022 ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022