TCAB: A Large-Scale Text Classification Attack Benchmark

TCAB: A Large-Scale Text Classification Attack Benchmark

21 October 2022

Kalyani Asthana

Jonathan Brophy

Papers citing "TCAB: A Large-Scale Text Classification Attack Benchmark"

10 / 10 papers shown

Title
CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability Minxuan Lv Chengwei Dai Kun Li Wei Zhou Song Hu AAML 21 5 0 22 Oct 2023
Robust Infidelity: When Faithfulness Measures on Masked Language Models Are Misleading Evan Crothers H. Viktor Nathalie Japkowicz AAML 6 1 0 13 Aug 2023
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis Wenxuan Shi Fei Li Jingye Li Hao Fei Donghong Ji 24 44 0 21 Mar 2022
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Mohit Bansal Christopher Ré AAML OffRL OOD 133 136 0 13 Jan 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 214 76 0 30 Dec 2020
Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones Robin Jia Aditi Raghunathan Percy Liang AAML 120 102 0 04 May 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 205 430 0 25 Sep 2019
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 161 289 0 03 Sep 2019
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 230 909 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 175 708 0 17 Apr 2018