Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

29 May 2025

Papers citing "Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics"

12 / 12 papers shown

Title
Inference-Time Scaling for Generalist Reward Modeling Zijun Liu P. Wang Ran Xu Shirong Ma Chong Ruan Ziwei Sun Yang Liu Y. Wu OffRL LRM 116 36 0 03 Apr 2025
An LLM-Based Approach for Insight Generation in Data Analysis Alberto Sánchez Pérez Alaa Boukhary Paolo Papotti Luis Castejón Lozano Adam Elwood 67 1 0 20 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 42 2 0 17 Jan 2025
How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts Huichen Will Wang Jane Hoffswell Sao Myat Thazin Thane Victor S. Bursztyn Cindy Xiong Bearfield 65 8 0 13 Aug 2024
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation Gaurav Sahu Abhay Puri Juan A. Rodriguez Alexandre Drouin Perouz Taslakian ... Christopher Pal Nicolas Chapados I. Laradji Sai Rajeswar Mudumba Issam Hadj Laradji ELM 79 7 0 08 Jul 2024
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study Yang Wu Yao Wan Hongyu Zhang Yulei Sui Wucai Wei Wei Zhao Guandong Xu Hai Jin 31 23 0 26 Apr 2024
ChartBench: A Benchmark for Complex Visual Reasoning in Charts Zhengzhuo Xu Sinan Du Yiyan Qi Chengjin Xu Chun Yuan Jian Guo 87 45 0 26 Dec 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT Lei Wang Songheng Zhang Yun Wang Ee-Peng Lim Yong Wang LRM 79 40 0 11 Oct 2023
What Exactly is an Insight? A Literature Review Leilani Battle Alvitta Ottley XAI 23 8 0 13 Jul 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 160 1,176 0 29 Mar 2023
Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 71 1,246 0 20 Mar 2023
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning Ahmed Masry Do Xuan Long J. Tan Shafiq Joty Enamul Hoque AIMat 90 649 0 19 Mar 2022