LineCap: Line Charts for Data Visualization Captioning Models

LineCap: Line Charts for Data Visualization Captioning Models

15 July 2022

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

14 / 14 papers shown

Title
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures S. Kamath S Nakul Sharma Manish Gupta Anand Mishra 48 1 0 28 Jan 2025
VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels C. L. P. Chen Hannah K. Bako Peihong Yu John Hooker Jeffrey Joyal ... Aoxue Ding Lara Sandeep Alex Chen Chayanika Sinha Zhicheng Liu 23 0 0 16 Oct 2024
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions Enamul Hoque Mohammed Saidul Islam 29 2 0 29 Sep 2024
Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data Kota Dohi Aoi Ito Harsh Purohit Tomoya Nishida Takashi Endo Y. Kawaguchi 26 3 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 A. Rossi Sungchul Kim Tong Yu C. Lee Giles ‘Kenneth’ Huang 19 6 0 26 Mar 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Kung-Hsiang Huang Hou Pong Chan Yi Ren Fung Haoyi Qiu Mingyang Zhou Shafiq R. Joty Shih-Fu Chang Heng Ji AI4TS 64 18 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 30 18 0 17 Mar 2024
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models Hyung-Kwon Ko Hyeon Jeon Gwanmo Park Dae Hyun Kim Nam Wook Kim Juho Kim Jinwook Seo 13 21 0 19 Sep 2023
VisText: A Benchmark for Semantically Rich Chart Captioning Benny J. Tang Angie Boggust Arvind Satyanarayan 13 76 0 28 Jun 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Shafiq R. Joty LRM 19 100 0 24 May 2023
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis C. L. P. Chen Zhicheng Liu 6 12 0 23 May 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules Zhi-Qi Cheng Qianwen Dai Siyao Li Jingdong Sun Teruko Mitamura Alexander G. Hauptmann 24 21 0 05 Apr 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 14 16 0 23 Feb 2023
Truth-Conditional Captioning of Time Series Data Harsh Jhamtani Taylor Berg-Kirkpatrick AI4TS 28 7 0 05 Oct 2021