From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems

26 December 2023

Papers citing "From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems"

16 / 16 papers shown

Title
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack Yu Cao Dianqi Li Meng Fang Dinesh Manocha Jun Gao Yibing Zhan Dacheng Tao AAML 73 17 0 27 Oct 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 76 10 0 25 May 2022
Guiding Visual Question Generation Nihir Vedd Zixu Wang Marek Rei Yishu Miao Lucia Specia 120 22 0 15 Oct 2021
Human-Adversarial Visual Question Answering Sasha Sheng Amanpreet Singh Vedanuj Goswami Jose Alberto Lopez Magana Wojciech Galuba Devi Parikh Douwe Kiela OOD EgoV AAML 36 62 0 04 Jun 2021
End-to-End Video Question-Answer Generation with Generator-Pretester Network Hung-Ting Su Chen-Hsi Chang Po-Wei Shen Yu-Siang Wang Ya-Liang Chang Yu-Cheng Chang Pu-Jen Cheng Winston H. Hsu 74 31 0 05 Jan 2021
Multilingual Transfer Learning for QA Using Translation as Data Augmentation Mihaela A. Bornea Lin Pan Sara Rosenthal Radu Florian Avirup Sil 52 39 0 10 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 60 436 0 02 Dec 2020
Generating Natural Questions from Images for Multimodal Assistants Alkesh Patel Akanksha Bindal Hadas Kotek Christopher Klein Jason D. Williams VGen 90 7 0 17 Nov 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning Zhe Gan Yen-Chun Chen Linjie Li Chen Zhu Yu Cheng Jingjing Liu ObjD VLM 76 498 0 11 Jun 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
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 106 624 0 22 Jul 2019
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects Gabriel Grand Yonatan Belinkov 85 68 0 20 Jun 2019
Mimic and Fool: A Task Agnostic Adversarial Attack Akshay Chaturvedi Utpal Garain AAML 49 27 0 11 Jun 2019
Information Maximizing Visual Question Generation Ranjay Krishna Michael S. Bernstein Li Fei-Fei 102 95 0 27 Mar 2019
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 545 5,910 0 08 Jul 2016
Adversarial Diversity and Hard Positive Generation Andras Rozsa Ethan M. Rudd Terrance E. Boult 99 257 0 05 May 2016