POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models

6 June 2024

Papers citing "POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models"

6 / 6 papers shown

Title
Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? Yuwei Bao Keunwoo Peter Yu Yichi Zhang Shane Storks Itamar Bar-Yossef Alexander De La Iglesia Megan Su Xiao Lin Zheng Joyce Chai 44 9 0 01 Nov 2023
Language as the Medium: Multimodal Video Classification through text only Laura Hanu A. Vero James Thewlis 43 3 0 19 Sep 2023
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 270 4,244 0 30 Jan 2023
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 211 1,106 0 20 Sep 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang Manling Li Ruochen Xu Luowei Zhou Jie Lei ... Chenguang Zhu Derek Hoiem Shih-Fu Chang Joey Tianyi Zhou Heng Ji MLLM VLM 170 137 0 22 May 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 364 8,495 0 28 Jan 2022