Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning

29 July 2024

Papers citing "Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning"

7 / 7 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 57 2 0 23 Mar 2025
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions Juntong Chen Jiang Wu Jiajing Guo V. Mohanty Xueming Li Jorge Henrique Piazentin Ono Wenbin He Liu Ren Dongyu Liu MLLM 67 2 0 06 Mar 2025
Protecting multimodal large language models against misleading visualizations Jonathan Tonglet Tinne Tuytelaars Marie-Francine Moens Iryna Gurevych 44 2 0 27 Feb 2025
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 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
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
VIS30K: A Collection of Figures and Tables from IEEE Visualization Conference Publications Jian Chen Meng-Ying Ling Rui Li Petra Isenberg Tobias Isenberg ... Torsten Moller R. Laramee Han-Wei Shen Katharina Wünsche Qiru Wang 55 48 0 22 Dec 2020