VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning

19 March 2024

Papers citing "VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning"

5 / 5 papers shown

Title
FlowLearn: Evaluating Large Vision-Language Models on Flowchart Understanding Huitong Pan Qi Zhang Cornelia Caragea Eduard Constantin Dragut Longin Jan Latecki 30 3 0 06 Jul 2024
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning Nan Xu Fei Wang Sheng Zhang Hoifung Poon Muhao Chen 32 6 0 01 Jul 2024
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 207 1,089 0 20 Sep 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
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 237 690 0 27 Aug 2021