ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning

ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning

14 March 2024

Mehrad Shahmohammadi

Md. Rizwan Parvez

Papers citing "ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning"

11 / 11 papers shown

Title
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering Ahmed Masry Mohammed Saidul Islam Mahir Ahmed Aayush Bajaj Firoz Kabir ... Mehrad Shahmohammadi Megh Thakkar Md. Rizwan Parvez E. Hoque Shafiq R. Joty ELM 33 0 0 07 Apr 2025
DomainCQA: Crafting Expert-Level QA from Domain-Specific Charts Ling Zhong Yujing Lu Jing Yang Weiming Li Peng Wei Yongheng Wang Manni Duan Qing Zhang 47 0 0 25 Mar 2025
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning Seunghee Kim Changhyeon Kim Taeuk Kim LRM 89 1 0 20 Feb 2025
Chimera: Improving Generalist Model with Domain-Specific Experts Tianshuo Peng M. Li Hongbin Zhou Renqiu Xia Renrui Zhang ... Aojun Zhou Botian Shi Tao Chen Bo Zhang Xiangyu Yue 88 4 0 08 Dec 2024
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems Zifeng Zhu Mengzhao Jia Z. Zhang Lang Li Meng Jiang LRM 37 3 0 18 Oct 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 42 4 0 03 Sep 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations Md Tahmid Rahman Laskar Sawsan Alqahtani M Saiful Bari Mizanur Rahman Mohammad Abdullah Matin Khan ... Chee Wei Tan Md. Rizwan Parvez Enamul Hoque Shafiq R. Joty Jimmy Huang ELM ALM 29 28 0 04 Jul 2024
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 208 900 0 27 Apr 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 169 263 0 07 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 319 11,953 0 04 Mar 2022
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 262 525 0 04 Feb 2021