ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart
Summarization

ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization

17 March 2024

Papers citing "ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization"

16 / 16 papers shown

Title
Perception in Reflection Yana Wei Liang Zhao Kangheng Lin En Yu Yuang Peng ... Jianjian Sun Haoran Wei Zheng Ge Xiangyu Zhang Vishal M. Patel 31 0 0 09 Apr 2025
News is More than a Collection of Facts: Moral Frame Preserving News Summarization Enrico Liscio Michela Lorandi P. Murukannaiah 36 0 0 01 Apr 2025
End-to-End Chart Summarization via Visual Chain-of-Thought in Vision-Language Models Raymond Choi Frank Burns Chase Lawrence LRM 62 0 0 24 Feb 2025
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems Zifeng Zhu Mengzhao Jia Z. Zhang Lang Li Meng-Long Jiang LRM 37 3 0 18 Oct 2024
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models Qirui Jiao Daoyuan Chen Yilun Huang Yaliang Li Ying Shen VLM 27 5 0 08 Aug 2024
Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development Daoyuan Chen Haibin Wang Yilun Huang Ce Ge Yaliang Li Bolin Ding Jingren Zhou VLM SyDa 61 0 0 16 Jul 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 48 5 0 11 Jul 2024
Captioning Visualizations with Large Language Models (CVLLM): A Tutorial Giuseppe Carenini Jordon Johnson Ali Salamatian VLM 46 0 0 27 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 14 0 17 Jun 2024
ChartBench: A Benchmark for Complex Visual Reasoning in Charts Zhengzhuo Xu Sinan Du Yiyan Qi Chengjin Xu Chun Yuan Jian Guo 33 34 0 26 Dec 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 18 29 0 05 Sep 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 206 899 0 27 Apr 2023
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 32 10 0 09 Oct 2022
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee Mandar Joshi Iulia Turc Hexiang Hu Fangyu Liu Julian Martin Eisenschlos Urvashi Khandelwal Peter Shaw Ming-Wei Chang Kristina Toutanova CLIP VLM 158 262 0 07 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 207 1,101 0 20 Sep 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022