v1v2 (latest)

Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model

18 October 2020

Papers citing "Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model"

28 / 28 papers shown

Title
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles Ho Yin Sam Ng Ting-Yao Hsu Aashish Anantha Ramakrishnan Branislav Kveton Nedim Lipka ... Dongwon Lee Tong Yu Sungchul Kim Ryan Rossi Ting-Hao 'Kenneth' Huang 30 0 0 06 Jun 2025
Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of Charts Seon Gyeom Kim Jae Young Choi Ryan Rossi Eunyee Koh Tak Yeon Lee 120 0 0 23 May 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 203 1 0 28 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 216 2 0 26 Mar 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence Granite Vision Team Leonid Karlinsky Assaf Arbelle Abraham Daniels A. Nassar ... Sriram Raghavan Tanveer Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 188 2 0 14 Feb 2025
ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Fen Wang Bomiao Wang Xueli Shu Zhen Liu Zekai Shao Chao Liu Siming Chen AI4TS 54 2 0 17 Jan 2025
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 182 68 0 19 Feb 2024
Tackling Hallucinations in Neural Chart Summarization Saad Obaid ul Islam Iza vSkrjanec Ondrej Dusek Vera Demberg HILM 55 8 0 01 Aug 2023
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback Ashish Singh Ashutosh Singh Prateek R. Agarwal Zixuan Huang Arpita Singh ... Ryan Rossi Puneet Mathur Erik Learned-Miller Franck Dernoncourt Ryan Rossi 104 8 0 20 Jul 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning Ahmed Masry P. Kavehzadeh Do Xuan Long Enamul Hoque Shafiq Joty LRM 95 113 0 24 May 2023
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis Chong Chen Zhicheng Liu 83 14 0 23 May 2023
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach Miao Chen Xinjiang Lu Tong Xu Yanyan Li Jingbo Zhou Dejing Dou Hui Xiong LMTD 60 10 0 05 Jan 2023
Language Models as Inductive Reasoners Zonglin Yang Li Dong Xinya Du Hao Cheng Min Zhang Xiaodong Liu Jianfeng Gao Furu Wei ReLM LRM 92 37 0 21 Dec 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 82 11 0 31 Oct 2022
OpenCQA: Open-ended Question Answering with Charts Shankar Kantharaj Do Xuan Long Rixie Tiffany Ko Leong J. Tan Enamul Hoque Shafiq Joty 83 53 0 12 Oct 2022
LineCap: Line Charts for Data Visualization Captioning Models Anita Mahinpei Zona Kostic Christy Tanner VLM 83 20 0 15 Jul 2022
Chart Question Answering: State of the Art and Future Directions Enamul Hoque P. Kavehzadeh Ahmed Masry 44 45 0 08 May 2022
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization Shankar Kanthara Rixie Tiffany Ko Leong Xiang Lin Ahmed Masry Megh Thakkar Enamul Hoque Shafiq Joty 110 150 0 12 Mar 2022
SciCap: Generating Captions for Scientific Figures Ting-Yao Hsu C. Lee Giles Ting-Hao 'Kenneth' Huang 130 90 0 22 Oct 2021
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content Alan Lundgard Arvind Satyanarayan 59 136 0 08 Oct 2021
Towards Natural Language Interfaces for Data Visualization: A Survey Leixian Shen Enya Shen Yuyu Luo Xiaocong Yang Xuming Hu Xiongshuai Zhang Zhiwei Tai Jianmin Wang 111 146 0 08 Sep 2021
AutoChart: A Dataset for Chart-to-Text Generation Task Jiawen Zhu Jinye Ran Roy Ka-wei Lee Kenny Choo Zhi Li 58 17 0 16 Aug 2021
Visual Analysis of Hyperproperties for Understanding Model Checking Results Tom Horak Norine Coenen Niklas Metzger Christopher Hahn Tamara Flemisch Julián Méndez Dennis Dimov Bernd Finkbeiner Raimund Dachselt 57 13 0 08 Aug 2021
Communicating Visualizations without Visuals: Investigation of Visualization Alternative Text for People with Visual Impairments C. Jung Shubham Mehta Atharva Kulkarni Yuhang Zhao Yea-Seul Kim 281 56 0 08 Aug 2021
Underreporting of errors in NLG output, and what to do about it Emiel van Miltenburg Miruna Clinciu Ondrej Dusek Dimitra Gkatzia Stephanie Inglis ... Saad Mahamood Emma Manning S. Schoch Craig Thomson Luou Wen 68 38 0 02 Aug 2021
Human Evaluation of Creative NLG Systems: An Interdisciplinary Survey on Recent Papers Mika Hämäläinen Khalid Alnajjar ELM LM&MA 78 17 0 31 Jul 2021
Text2Chart: A Multi-Staged Chart Generator from Natural Language Text Md. Mahinur Rashid Hasin Kawsar Jahan Annysha Huzzat Riyasaat Ahmed Rahul Tamim Bin Zakir F. Meem Md. Saddam Hossain Mukta Swakkhar Shatabda 80 10 0 09 Apr 2021
AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization Aoyu Wu Yun Wang Xinhuan Shu Dominik Moritz Weiwei Cui Haidong Zhang Dongmei Zhang Huamin Qu 141 129 0 02 Feb 2021