Adversarial Examples for Extreme Multilabel Text Classification

14 December 2021

Papers citing "Adversarial Examples for Extreme Multilabel Text Classification"

24 / 24 papers shown

Title
Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics Haya Brama L. Dery Tal Grinshpoun AAML 41 8 0 10 Jan 2022
DECAF: Deep Extreme Classification with Label Features Anshul Mittal Kunal Dahiya Sheshansh Agrawal Deepak Saini Sumeet Agarwal Purushottam Kar Manik Varma VLM 57 68 0 01 Aug 2021
Imbalanced Adversarial Training with Reweighting Wentao Wang Han Xu Xiaorui Liu Yaxin Li B. Thuraisingham Jiliang Tang 67 16 0 28 Jul 2021
Adversarial Robustness under Long-Tailed Distribution Tong Wu Ziwei Liu Qingqiu Huang Yu Wang Dahua Lin 63 77 0 06 Apr 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification Ting Jiang Deqing Wang Leilei Sun Huayi Yang Zhengyang Zhao Fuzhen Zhuang VLM 168 139 0 09 Jan 2021
Characterizing the Evasion Attackability of Multi-label Classifiers Zhuo Yang Yufei Han Xiangliang Zhang AAML 31 10 0 17 Dec 2020
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification Hui Ye Zhiyu Zoey Chen Da-han Wang Brian D. Davison VLM 45 51 0 05 Jul 2020
BAE: BERT-based Adversarial Examples for Text Classification Siddhant Garg Goutham Ramakrishnan AAML SILM 202 556 0 04 Apr 2020
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT Lichao Sun Kazuma Hashimoto Wenpeng Yin Akari Asai Jia Li Philip Yu Caiming Xiong SILM AAML 63 103 0 27 Feb 2020
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products Tharun Medini Qixuan Huang Yiqiu Wang Vijai Mohan Anshumali Shrivastava 52 70 0 28 Oct 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 179 1,086 0 27 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 234 8,444 0 19 Jun 2019
Bonsai -- Diverse and Shallow Trees for Extreme Multi-label Classification Sujay Khandagale Han Xiao Rohit Babbar BDL 63 161 0 17 Apr 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 202 2,288 0 16 Jan 2019
Multi-Label Adversarial Perturbations Qingquan Song Haifeng Jin Xiao Huang Xia Hu AAML 46 37 0 02 Jan 2019
TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li S. Ji Tianyu Du Bo Li Ting Wang SILM AAML 211 743 0 13 Dec 2018
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification Rafael M. O. Cruz Zihan Zhang R. Sabourin Suyang Dai Hiroshi Mamitsuka Shanfeng Zhu VLM 73 252 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 439 1,907 0 29 Mar 2018
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers Ji Gao Jack Lanchantin M. Soffa Yanjun Qi AAML 137 723 0 13 Jan 2018
DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification Rohit Babbar Bernhard Schölkopf 59 253 0 08 Sep 2016
LSHTC: A Benchmark for Large-Scale Text Classification Ioannis Partalas Aris Kosmopoulos Nicolas Baskiotis Thierry Artières George Giannakopoulos Éric Gaussier Ion Androutsopoulos Massih-Reza Amini Patrick Gallinari 52 181 0 30 Mar 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 280 19,107 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 280 14,961 1 21 Dec 2013