Improving the Adversarial Robustness of NLP Models by Information
Bottleneck

Improving the Adversarial Robustness of NLP Models by Information Bottleneck

11 June 2022

Papers citing "Improving the Adversarial Robustness of NLP Models by Information Bottleneck"

17 / 17 papers shown

Title
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent Junda Wu Yuxin Xiong Xintong Li Yu Xia Ruoyu Wang ... Sungchul Kim Ryan Rossi Lina Yao Jingbo Shang Julian McAuley CLL VLM 57 0 0 17 Feb 2025
Learning to Maximize Mutual Information for Chain-of-Thought Distillation Xin Chen Hanxian Huang Yanjun Gao Yi Wang Jishen Zhao Ke Ding 35 12 0 05 Mar 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models Chao Qian Jie Zhang Wei Yao Dongrui Liu Zhen-fei Yin Yu Qiao Yong Liu Jing Shao LLMSV LRM 57 13 0 29 Feb 2024
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models Cuong Dang Dung D. Le Thai Le AAML 34 2 0 18 Feb 2024
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention Lujia Shen Yuwen Pu Shouling Ji Changjiang Li Xuhong Zhang Chunpeng Ge Ting Wang AAML 26 3 0 29 Nov 2023
Fooling the Textual Fooler via Randomizing Latent Representations Duy C. Hoang Quang H. Nguyen Saurav Manchanda MinLong Peng Kok-Seng Wong Khoa D. Doan SILM AAML 23 0 0 02 Oct 2023
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction Yuanzhen Luo Qingyu Zhou F. Zhou DiffM 31 1 0 17 Aug 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 32 6 0 15 May 2023
Discourse over Discourse: The Need for an Expanded Pragmatic Focus in Conversational AI S. M. Seals V. Shalin 29 4 0 27 Apr 2023
Enhancing Multimodal Entity and Relation Extraction with Variational Information Bottleneck Shiyao Cui Jiangxia Cao Xin Cong Shuaiyi Nie Quangang Li Tingwen Liu Jinqiao Shi 19 22 0 05 Apr 2023
Span-based Named Entity Recognition by Generating and Compressing Information Nhung T. H. Nguyen Makoto Miwa Sophia Ananiadou 22 9 0 10 Feb 2023
Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device Zongzhe Xu LM&MA MedIm 35 0 0 03 Nov 2022
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 232 438 0 25 Sep 2019
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 183 291 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 245 915 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 205 712 0 17 Apr 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,842 0 08 Jul 2016