ChartReader: A Unified Framework for Chart Derendering and Comprehension
without Heuristic Rules

ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules

5 April 2023

Teruko Mitamura

Alexander G. Hauptmann

Papers citing "ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules"

18 / 18 papers shown

Title
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering Zixin Chen Sicheng Song Kashun Shum Yanna Lin Rui Sheng Huamin Qu 59 2 0 23 Mar 2025
From Graphs to Words: A Computer-Assisted Framework for the Production of Accessible Text Descriptions Qiang Xu Thomas Hurtut 24 0 0 26 Sep 2024
VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning Muye Huang Lingling Zhang Lai Han Wenjun Wu Xinyu Zhang Jun Liu 23 0 0 03 Sep 2024
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding Muye Huang Han Lai Xinyu Zhang Wenjun Wu Jie Ma Lingling Zhang Jun Liu 26 4 0 03 Sep 2024
Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning Xingchen Zeng Haichuan Lin Yilin Ye Wei Zeng 48 13 0 29 Jul 2024
Advancing Chart Question Answering with Robust Chart Component Recognition Hanwen Zheng Sijia Wang Chris Thomas Lifu Huang 22 1 0 19 Jul 2024
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks Omar Moured Jiaming Zhang M. Sarfraz Rainer Stiefelhagen 21 1 0 22 May 2024
mChartQA: A universal benchmark for multimodal Chart Question Answer based on Vision-Language Alignment and Reasoning Jingxuan Wei Nan Xu Guiyong Chang Yin Luo Bihui Yu Ruifeng Guo 33 2 0 02 Apr 2024
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion Omar Moured Morris Baumgarten-Egemole Alina Roitberg Karin Muller Thorsten Schwarz Rainer Stiefelhagen 36 7 0 11 Mar 2024
ChartReformer: Natural Language-Driven Chart Image Editing Pengyu Yan Mahesh Bhosale Jay Lal Bikhyat Adhikari David Doermann 16 6 0 01 Mar 2024
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials Wonjoong Kim S. Park Yeonjun In Seokwon Han Chanyoung Park LRM ReLM 32 2 0 22 Feb 2024
Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization Do Xuan Long Mohammad Hassanpour Ahmed Masry P. Kavehzadeh Enamul Hoque Shafiq R. Joty LRM 20 9 0 17 Dec 2023
WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models Jun-Yan He Zhi-Qi Cheng Chenyang Li Jingdong Sun Wangmeng Xiang ... Yusen Hu Bin Luo Yifeng Geng Xuansong Xie Jingren Zhou 11 13 0 20 Oct 2023
DOMINO: A Dual-System for Multi-step Visual Language Reasoning Peifang Wang O. Yu. Golovneva Armen Aghajanyan Xiang Ren Muhao Chen Asli Celikyilmaz Maryam Fazel-Zarandi LRM 15 8 0 04 Oct 2023
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 148 259 0 07 Oct 2022
PreSTU: Pre-Training for Scene-Text Understanding Jihyung Kil Soravit Changpinyo Xi Chen Hexiang Hu Sebastian Goodman Wei-Lun Chao Radu Soricut VLM 123 29 0 12 Sep 2022
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 92 167 0 28 Sep 2021
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016