Papers citing 'iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification'

Title
AutoGeTS: Knowledge-based Automated Generation of Text Synthetics for Improving Text Classification Chenhao Xue Yuanzhe Jin Adrian Carrasco-Revilla Joyraj Chakraborty Min Chen SyDa 133 0 0 04 Aug 2025
A Review on Large Language Models for Visual Analytics Navya Sonal Agarwal Sanjay Kumar Sonbhadra 274 5 0 19 Mar 2025
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection MethodsIEEE Access (IEEE Access), 2022 Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 314 149 0 13 Oct 2022
Visual Reinforcement Learning with Self-Supervised 3D RepresentationsIEEE Robotics and Automation Letters (RA-L), 2022 Yanjie Ze Nicklas Hansen Yinbo Chen Mohit Jain Xiaolong Wang SSL 255 69 0 13 Oct 2022
Visual Comparison of Language Model AdaptationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Rita Sevastjanova E. Cakmak Haiqin Yang Robert Bamler Mennatallah El-Assady VLM 194 19 0 17 Aug 2022
A Unified Understanding of Deep NLP Models for Text ClassificationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Zhuguo Li Xiting Wang Weikai Yang Jing Wu Zhengyan Zhang Zhiyuan Liu Maosong Sun Hui Zhang Shixia Liu VLM 107 36 0 19 Jun 2022
Visualizing Ensemble Predictions of Music Mood Zelin Ye Min Chen 215 7 0 14 Dec 2021
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees Angelos Chatzimparmpas Rafael M. Martins Andreas Kerren 456 15 0 01 Dec 2021
Understanding the Effects of Visualizing Missing Values on Visual Data Exploration Hayeong Song Yu Fu Bahador Saket J. Stasko 163 10 0 17 Sep 2021
Real-Time Visual Analysis of High-Volume Social Media PostsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 Johannes Knittel Steffen Koch Tan Tang Wei Chen Yingcai Wu Shixia Liu Thomas Ertl 205 17 0 06 Aug 2021
M2Lens: Visualizing and Explaining Multimodal Models for Sentiment AnalysisIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 Xingbo Wang Jianben He Zhihua Jin Muqiao Yang Yong Wang Huamin Qu 156 90 0 17 Jul 2021
A Survey on Data Augmentation for Text Classification Markus Bayer M. Kaufhold Christian A. Reuter 367 412 0 07 Jul 2021
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling M. T. Fischer Daniel Seebacher Rita Sevastjanova Daniel A. Keim Mennatallah El-Assady 75 11 0 11 Jun 2021
Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization Judy Borowski Roland S. Zimmermann Judith Schepers Robert Geirhos Thomas S. A. Wallis Matthias Bethge Wieland Brendel FAtt 197 7 0 23 Oct 2020
ViS-Á-ViS : Detecting Similar Patterns in Annotated Literary Text Moshe Schorr Oren Mishali B. Kimelfeld Ophir Münz-Manor 94 2 0 04 Sep 2020
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning ModelsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 Qianwen Wang W. Alexander J. Pegg Huamin Qu Min Chen VLM 117 12 0 12 Feb 2020
OoDAnalyzer: Interactive Analysis of Out-of-Distribution SamplesIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 Changjian Chen Jun Yuan Yafeng Lu Yang Liu Hang Su Songtao Yuan Shixia Liu OODD 128 82 0 08 Feb 2020
Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding ProjectionsIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019 Mennatallah El-Assady Rebecca Kehlbeck C. Collins Daniel A. Keim Oliver Deussen 124 44 0 01 Aug 2019
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine LearningIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019 Thilo Spinner U. Schlegel H. Schäfer Mennatallah El-Assady HAI 285 268 0 29 Jul 2019
VIANA: Visual Interactive Annotation of ArgumentationIEEE Conference on Visual Analytics Science and Technology (VAST), 2019 F. Sperrle Rita Sevastjanova Rebecca Kehlbeck Mennatallah El-Assady 106 27 0 29 Jul 2019
Short Text Topic Modeling Techniques, Applications, and Performance: A Survey Jipeng Qiang Qian Zhenyu Li Yun Yuan Yunhao Wu Xindong BDL AI4TS 212 278 0 13 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.8K 106,430 0 11 Oct 2018
Towards Better Analysis of Machine Learning Models: A Visual Analytics PerspectiveVisual Informatics (VI), 2017 Shixia Liu Xiting Wang Mengchen Liu Jun Zhu HAI 94 384 0 04 Feb 2017
Online Visual Analytics of Text Streams Shixia Liu Jialun Yin Xiting Wang Weiwei Cui Kelei Cao Jian Pei AI4TS 133 79 0 13 Dec 2015
Neural Machine Translation by Jointly Learning to Align and TranslateInternational Conference on Learning Representations (ICLR), 2014 Dzmitry Bahdanau Dong Wang Yoshua Bengio AIMat 1.4K 28,485 0 01 Sep 2014
Distributed Representations of Sentences and DocumentsInternational Conference on Machine Learning (ICML), 2014 Quoc V. Le Tomas Mikolov FaML 572 9,561 0 16 May 2014