Visualization Generation with Large Language Models: An Evaluation

Visualization Generation with Large Language Models: An Evaluation

20 January 2024

Chi Harold Liu

Papers citing "Visualization Generation with Large Language Models: An Evaluation"

19 / 19 papers shown

Title
Exploring Multimodal Prompt for Visualization Authoring with Large Language Models Zhen Wen Luoxuan Weng Yinghao Tang Runjin Zhang Y. Liu Bo Pan Minfeng Zhu Wei Chen LRM 19 0 0 18 Apr 2025
TheoremExplainAgent: Towards Multimodal Explanations for LLM Theorem Understanding Max W.F. Ku Thomas Chong Jonathan Leung Krish Shah Alvin Yu Wenhu Chen LRM 88 3 0 26 Feb 2025
VisPath: Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization Wonduk Seo Seungyong Lee Daye Kang Zonghao Yuan Seunghyun Lee LRM 57 1 0 16 Feb 2025
Mind Your Questions! Towards Backdoor Attacks on Text-to-Visualization Models Shuaimin Li Yuanfeng Song Xuanang Chen Anni Peng Zhuoyue Wan Chen Jason Zhang Raymond Chi-Wing Wong SILM 22 0 0 09 Oct 2024
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations James Ford Xingmeng Zhao Dan Schumacher Anthony Rios 24 0 0 27 Sep 2024
HiRegEx: Interactive Visual Query and Exploration of Multivariate Hierarchical Data Guozheng Li Haotian Mi C. Liu Takayuki Itoh Guoren Wang 18 0 0 13 Aug 2024
Do Text-to-Vis Benchmarks Test Real Use of Visualisations? Hy Nguyen Xuefei He Andrew Reeson Cecile Paris Josiah Poon Jonathan K. Kummerfeld 19 0 0 29 Jul 2024
Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data Visualization Hannah K. Bako Arshnoor Bhutani Xinyi Liu Kwesi A. Cobbina Zhicheng Liu 25 0 0 08 Jul 2024
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models Nan Chen Yuge Zhang Jiahang Xu Kan Ren Yuqing Yang 22 1 0 01 Jul 2024
Visualization Literacy of Multimodal Large Language Models: A Comparative Study Zhimin Li Haichao Miao Valerio Pascucci Shusen Liu 35 4 0 24 Jun 2024
Can LLMs Generate Visualizations with Dataless Prompts? Darius Coelho Harshit Barot Naitik Rathod Klaus Mueller 13 0 0 22 Jun 2024
InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning Guozheng Li Peng He Xinyu Wang Runfei Li Chi Harold Liu Chuangxin Ou Dong He Guoren Wang 25 1 0 27 May 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 172 780 0 02 May 2023
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 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 3,163 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations Arjun Srinivasan Nikhila Nyapathy Bongshin Lee Steven Drucker J. Stasko 44 69 0 01 Oct 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 194 614 0 20 May 2021