LineCap: Line Charts for Data Visualization Captioning Models

LineCap: Line Charts for Data Visualization Captioning Models

Visual .. (VISUAL), 2022

15 July 2022

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Papers citing "LineCap: Line Charts for Data Visualization Captioning Models"

18 / 18 papers shown

Title
Benchmark It Yourself (BIY): Preparing a Dataset and Benchmarking AI Models for Scatterplot-Related Tasks João Palmeiro Diogo Duarte Rita Costa P. Bizarro 104 0 0 07 Oct 2025
DiffNator: Generating Structured Explanations of Time-Series Differences Kota Dohi Tomoya Nishida Harsh Purohit Takashi Endo Yohei Kawaguchi 137 0 0 24 Sep 2025
DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework Kuiye Ding Fanda Fan Yao Wang Ruijie jian X. Wang Luqi Gong Yishan Jiang Chunjie Luo an Jianfeng Zhan Jianfeng Zhan AI4TS BDL 327 2 0 29 Jul 2025
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering Jingxuan Wei Nan Xu Junnan Zhu Yanni Hao Gaowei Wu Bihui Yu Lei Wang LRM 134 3 0 29 May 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent FiguresAAAI Conference on Artificial Intelligence (AAAI), 2025 Shivalika Singh Nakul Sharma Manish Gupta Anand Mishra 369 4 0 28 Jan 2025
Time Series Language Model for Descriptive Caption GenerationEngineering applications of artificial intelligence (EAAI), 2025 M. Trabelsi Aidan Boyd Jin Cao H. Uzunalioglu AI4TS 170 8 0 03 Jan 2025
VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels Chong Chen Hannah K. Bako Peihong Yu John Hooker Jeffrey Joyal ... Aoxue Ding Lara Sandeep Alex Chen Chayanika Sinha Zhicheng Liu 216 2 0 16 Oct 2024
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions Enamul Hoque Mohammed Saidul Islam 179 7 0 29 Sep 2024
Domain-Independent Automatic Generation of Descriptive Texts for Time-Series DataIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Kota Dohi Aoi Ito Harsh Purohit Tomoya Nishida Takashi Endo Yohei Kawaguchi 159 6 0 25 Sep 2024
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings Ting-Yao Hsu Chieh-Yang Huang Shih-Hong Huang Ryan Rossi Sungchul Kim Tong Yu C. Lee Giles ‘Kenneth’ Huang 171 10 0 26 Mar 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation ModelsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Kung-Hsiang Huang Hou Pong Chan Yi R. Fung Haoyi Qiu Mingyang Zhou Shafiq Joty Shih-Fu Chang Chenhui Xu AI4TS 445 55 0 18 Mar 2024
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization Mengsha Liu Daoyuan Chen Yaliang Li Guian Fang Ying Shen 213 27 0 17 Mar 2024
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2023 Hyung-Kwon Ko Hyeon Jeon Gwanmo Park Dae Hyun Kim Nam Wook Kim Juho Kim Jinwook Seo 346 31 0 19 Sep 2023
VisText: A Benchmark for Semantically Rich Chart CaptioningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Benny J. Tang Angie Boggust Arvind Satyanarayan 247 116 0 28 Jun 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Shafiq Joty LRM 331 158 0 24 May 2023
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis Chong Chen Zhicheng Liu 210 15 0 23 May 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic RulesIEEE International Conference on Computer Vision (ICCV), 2023 Zhi-Qi Cheng Qianwen Dai Siyao Li Yuxuan Zhou Teruko Mitamura Alexander G. Hauptmann 190 28 0 05 Apr 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text SummarizationInternational Conference on Natural Language Generation (INLG), 2023 Huang Chieh-Yang Ting-Yao Hsu Ryan Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 139 20 0 23 Feb 2023