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word-level attack

7 papers

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Co-occurring keywords · papers mentioning both

adversarial attack (5) text classification (4) word-level adversarial attack (2) adversarial text (2) language model (2) adversarial defense (2) adversarial training (2) model robustness (2) natural language processing (2) large language model (1)

Papers

Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis IJCNLP 2025 Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models ACL 2024 SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks NAACL 2024 Similarizing the Influence of Words with Contrastive Learning to Defend Word-level Adversarial Text Attack ACL 2023 Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations ACL 2022 ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022 SeqAttack: On Adversarial Attacks for Named Entity Recognition EMNLP 2021