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ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset


Aug 17, 2022
Zhihua Jin, Xingbo Wang, Furui Cheng, Chunhui Sun, Qun Liu, Huamin Qu

* 15 pages, 6 figures 

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MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models


Jun 30, 2022
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov

* Code available at: https://github.com/pliang279/MultiViz. arXiv admin note: substantial text overlap with arXiv:2107.07502 

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GestureLens: Visual Analysis of Gestures in Presentation Videos


Apr 23, 2022
Haipeng Zeng, Xingbo Wang, Yong Wang, Aoyu Wu, Ting Chuen Pong, Huamin Qu

* 14 pages, 6 figures. A preprint version of a publication at IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 

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Persua: A Visual Interactive System to Enhance the Persuasiveness of Arguments in Online Discussion


Apr 21, 2022
Meng Xia, Qian Zhu, Xingbo Wang, Fei Nie, Huamin Qu, Xiaojuan Ma

* This paper will appear in CSCW 2022 

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Interactive Data Analysis with Next-step Natural Language Query Recommendation


Jan 13, 2022
Xingbo Wang, Furui Cheng, Yong Wang, Ke Xu, Jiang Long, Hong Lu, Huamin Qu

* 21 pages, 6 figures 

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NumGPT: Improving Numeracy Ability of Generative Pre-trained Models


Sep 07, 2021
Zhihua Jin, Xin Jiang, Xingbo Wang, Qun Liu, Yong Wang, Xiaozhe Ren, Huamin Qu

* 8 pages, 3 figures 

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M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis


Aug 01, 2021
Xingbo Wang, Jianben He, Zhihua Jin, Muqiao Yang, Yong Wang, Huamin Qu

* 11 pages, 7 figures. This paper is accepted by IEEE VIS, 2021. To appear in IEEE Transactions on Visualization and Computer Graphics (TVCG) 

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DeHumor: Visual Analytics for Decomposing Humor


Jul 18, 2021
Xingbo Wang, Yao Ming, Tongshuang Wu, Haipeng Zeng, Yong Wang, Huamin Qu

* 15 pages. A preprint version of a publication at IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 

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