Adversarial Training Methods for Semi-Supervised Text Classification

25 May 2016

Papers citing "Adversarial Training Methods for Semi-Supervised Text Classification"

50 / 177 papers shown

Title
Dynamic Domain Information Modulation Algorithm for Multi-domain Sentiment Analysis Chunyi Yue Ang Li 39 0 0 10 May 2025
RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition Xudong Yang Yizhang Zhu Nan Tang Yuyu Luo 43 0 0 09 Feb 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators Dingkang Yang Dongling Xiao Jinjie Wei Mingcheng Li Zhaoyu Chen Ke Li Li Zhang HILM 97 4 0 28 Jan 2025
Advancing Video Quality Assessment for AIGC Xinli Yue Jianhui Sun Han Kong Liangchao Yao Tianyi Wang ... Jing Lv Fan Xia Yuetang Deng Qian Wang Lingchen Zhao VGen EGVM 33 0 0 23 Sep 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance Zhuoqun Huang Yipeng Wang Seunghee Shin Benjamin I. P. Rubinstein AAML 58 1 0 01 Aug 2024
HateDebias: On the Diversity and Variability of Hate Speech Debiasing Nankai Lin Hongyan Wu Zhengming Chen Zijian Li Lianxi Wang Shengyi Jiang Dong Zhou Aimin Yang 41 0 0 07 Jun 2024
QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering Ouyang Sheng Jianzong Wang Yong Zhang Zhitao Li Ziqi Liang Xulong Zhang Ning Cheng Jing Xiao 34 0 0 30 Apr 2024
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task Jinxu Zhao Guanting Dong Yueyan Qiu Tingfeng Hui Xiaoshuai Song Daichi Guo Weiran Xu 36 1 0 22 Feb 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion Yichi Zhang Zhuo Chen Lei Liang Hua-zeng Chen Wen Zhang 61 4 0 22 Feb 2024
Adversarial Text Purification: A Large Language Model Approach for Defense Raha Moraffah Shubh Khandelwal Amrita Bhattacharjee Huan Liu DeLMO AAML 38 5 0 05 Feb 2024
Deep Learning-based Sentiment Classification: A Comparative Survey Mohammed Kayed R. Redondo Alhassan Mabrouk 17 42 0 12 Dec 2023
Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information Zhengmian Hu Gang Wu Saayan Mitra Ruiyi Zhang Tong Sun Heng-Chiao Huang Vishy Swaminathan 32 23 0 20 Nov 2023
Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Gaurav Sahu Olga Vechtomova I. Laradji 39 1 0 16 Nov 2023
Adversarial Illusions in Multi-Modal Embeddings Tingwei Zhang Rishi Jha Eugene Bagdasaryan Vitaly Shmatikov AAML 34 8 0 22 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 21 12 0 17 Aug 2023
Automated Testing and Improvement of Named Entity Recognition Systems Boxi Yu Yi-Nuo Hu Qiuyang Mang Wen-Ying Hu Pinjia He 25 6 0 14 Aug 2023
LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack HaiXiang Zhu Zhaoqing Yang Weiwei Shang Yuren Wu AAML FAtt 10 3 0 01 Aug 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting Chen Chen Yufei Wang Aixin Sun Bing Li Kwok-Yan Lam 32 41 0 04 Jul 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 42 2 0 23 May 2023
ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Ruan Lu Zhou Hangcheng Ran Meng Zhao Jin Qin JiaoYu Wei Feng Wang ChenZi 40 0 0 19 Apr 2023
Decentralized Adversarial Training over Graphs Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed AAML 45 1 0 23 Mar 2023
Multi-Agent Adversarial Training Using Diffusion Learning Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed DiffM 40 4 0 03 Mar 2023
A Novel Approach for Auto-Formulation of Optimization Problems Yuting Ning Jia-Yin Liu Longhu Qin Tong Xiao Shan Xue Zhenya Huang Qi Liu Enhong Chen Jinze Wu 19 9 0 09 Feb 2023
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study Hai Ye Yuyang Ding Juntao Li Hwee Tou Ng OOD TTA 31 9 0 09 Feb 2023
AutoWS: Automated Weak Supervision Framework for Text Classification Abhinav Bohra Huy-Thanh Nguyen Devashish Khatwani NoLa 27 0 0 07 Feb 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 33 2 0 30 Jan 2023
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Chenyu You Boyang Albert Li Lidong Bing 37 236 0 20 Dec 2022
Towards Efficient and Domain-Agnostic Evasion Attack with High-dimensional Categorical Inputs Hongyan Bao Yufei Han Yujun Zhou Xin Gao Xiangliang Zhang AAML 48 3 0 13 Dec 2022
iEnhancer-ELM: improve enhancer identification by extracting position-related multiscale contextual information based on enhancer language models Jiahao Li Zhourun Wu Wenhao Lin Jiawei Luo Jun Zhang Qingcai Chen Junjie Chen 9 12 0 03 Dec 2022
Adaptive adversarial training method for improving multi-scale GAN based on generalization bound theory Jin-Lin Tang B. Tao Zeyu Gong Zhoupin Yin AI4CE 34 1 0 30 Nov 2022
SEAT: Stable and Explainable Attention Lijie Hu Yixin Liu Ninghao Liu Mengdi Huai Lichao Sun Di Wang OOD 32 18 0 23 Nov 2022
Spectral Adversarial Training for Robust Graph Neural Network Jintang Li Jiaying Peng Liang Chen Zibin Zheng Tingting Liang Qing Ling AAML OOD 33 19 0 20 Nov 2022
Are AlphaZero-like Agents Robust to Adversarial Perturbations? Li-Cheng Lan Huan Zhang Ti-Rong Wu Meng-Yu Tsai I-Chen Wu Cho-Jui Hsieh AAML 32 10 0 07 Nov 2022
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek Abdelzaher Jiawei Han VLM 64 47 0 06 Nov 2022
Textual Manifold-based Defense Against Natural Language Adversarial Examples D. M. Nguyen Anh Tuan Luu AAML 27 17 0 05 Nov 2022
Generative Adversarial Training Can Improve Neural Language Models Sajad Movahedi A. Shakery GAN AI4CE 34 2 0 02 Nov 2022
Learning New Tasks from a Few Examples with Soft-Label Prototypes Avyav Kumar Singh Ekaterina Shutova H. Yannakoudakis VLM 40 0 0 31 Oct 2022
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation Han Zhang Zhen Zhang Hongfei Jiang Yang Song 28 0 0 26 Oct 2022
Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network Hua Hua Jun Yan Xi Fang Weiquan Huang Huilin Yin Wancheng Ge AAML 30 1 0 25 Oct 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation Fan Yin Yao Li Cho-Jui Hsieh Kai-Wei Chang AAML 72 4 0 22 Oct 2022
TCAB: A Large-Scale Text Classification Attack Benchmark Kalyani Asthana Zhouhang Xie Wencong You Adam Noack Jonathan Brophy Sameer Singh Daniel Lowd 46 3 0 21 Oct 2022
Probabilistic Categorical Adversarial Attack & Adversarial Training Han Xu Penghei He Jie Ren Yuxuan Wan Zitao Liu Hui Liu Jiliang Tang AAML SILM 33 0 0 17 Oct 2022
A2: Efficient Automated Attacker for Boosting Adversarial Training Zhuoer Xu Guanghui Zhu Changhua Meng Shiwen Cui ZhenZhe Ying Weiqiang Wang GU Ming Yihua Huang AAML 36 13 0 07 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Xu Guo Boyang Albert Li Han Yu VLM 46 22 0 06 Oct 2022
Few-shot Text Classification with Dual Contrastive Consistency Liwen Sun Jiawei Han 27 0 0 29 Sep 2022
An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning Xiu-Shen Wei Hesheng Xu Faen Zhang Yuxin Peng Wei Zhou 40 14 0 28 Sep 2022
Knowledge-Aware Bayesian Deep Topic Model Dongsheng Wang Yishi Xu Miaoge Li Zhibin Duan Chaojie Wang Bo Chen Mingyuan Zhou BDL 38 15 0 20 Sep 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory Wenjie Pei Xin Feng Canmiao Fu Qi Cao Guangming Lu Yu-Wing Tai AI4TS 27 1 0 20 Jul 2022
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations Na Liu Mark Dras Wei Emma Zhang AAML 24 6 0 29 Apr 2022
Islander: A Real-Time News Monitoring and Analysis System Chao-Wei Huang Kai-Chou Yang Zi-Yuan Chen Hao Cheng Po-Yu Wu ... Chung-Kai Hsieh G. Fann Ting-Yin Cheng Ethan Tu Yun-Nung Chen 16 0 0 25 Apr 2022