Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering

Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering

3 March 2023

Xuecheng Ouyang

Papers citing "Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering"

12 / 12 papers shown

Title
Improving Generalization in Visual Reasoning via Self-Ensemble Tien-Huy Nguyen Quang-Khai Tran Anh-Tuan Quang-Hoang VLM LRM 50 5 0 28 Oct 2024
Document-Level Event Extraction with Definition-Driven ICL Zhuoyuan Liu Yilin Luo 78 1 0 10 Aug 2024
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning Cheng Tan Jingxuan Wei Linzhuang Sun Zhangyang Gao Siyuan Li Bihui Yu Ruifeng Guo Stan Z. Li ReLM LRM 3DV 66 6 0 31 May 2024
Enhancing Answer Selection in Community Question Answering with Pre-trained and Large Language Models Xinghang Hu 61 3 0 29 Nov 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment Shengxiang Zhang Muzammal Naseer Guangyi Chen Zhiqiang Shen Salman Khan Kun Zhang F. Khan VLM 58 4 0 24 Aug 2023
Adapting Foundation Models for Information Synthesis of Wireless Communication Specifications Manikanta Kotaru 82 9 0 08 Aug 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 1,105 0 20 Sep 2022
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA Yangyang Guo Liqiang Nie Yongkang Wong Y. Liu Zhiyong Cheng Mohan S. Kankanhalli 69 39 0 30 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 311 11,915 0 04 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 390 4,125 0 28 Jan 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 174 402 0 10 Sep 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Mohit Bansal Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 196 405 0 13 Jul 2021