PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers

PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers

13 February 2024

Papers citing "PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers"

16 / 16 papers shown

Title
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval Wei Yang Jingjing Fu R. Wang Jinyu Wang Lei Song Jiang Bian 24 0 0 10 May 2025
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework Zihan Ling Zhiyao Guo Yixuan Huang Yi An Shuai Xiao Jinsong Lan Xiaoyong Zhu Bo Zheng RALM VLM 55 0 0 14 Apr 2025
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables Chi Zhang Qiyang Chen RALM 3DV VLM 39 0 0 13 Apr 2025
UniRVQA: A Unified Framework for Retrieval-Augmented Vision Question Answering via Self-Reflective Joint Training Jiaqi Deng Kaize Shi Zonghan Wu Huan Huo Dingxian Wang Guandong Xu 21 0 0 05 Apr 2025
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment Xiaowei Bi Zheyuan Xu 55 1 0 12 Mar 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 100 4 0 12 Feb 2025
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li M. Zhang 116 7 0 22 Dec 2024
EchoSight: Advancing Visual-Language Models with Wiki Knowledge Yibin Yan Weidi Xie RALM 35 9 0 17 Jul 2024
Automated Multi-level Preference for MLLMs Mengxi Zhang Wenhao Wu Yu Lu Yuxin Song Kang Rong ... Jianbo Zhao Fanglong Liu Yifan Sun Haocheng Feng Jingdong Wang MLLM 63 10 0 18 May 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering Dongze Hao Qunbo Wang Longteng Guo Jie Jiang Jing Liu 36 0 0 22 Apr 2024
Retrieval-based Knowledge Augmented Vision Language Pre-training Jiahua Rao Zifei Shan Long Liu Yao Zhou Yuedong Yang VLM 80 13 0 27 Apr 2023
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 74 69 0 07 Oct 2022
Revisiting Neural Scaling Laws in Language and Vision Ibrahim M. Alabdulmohsin Behnam Neyshabur Xiaohua Zhai 156 102 0 13 Sep 2022
PLAID: An Efficient Engine for Late Interaction Retrieval Keshav Santhanam Omar Khattab Christopher Potts Matei A. Zaharia VLM 58 72 0 19 May 2022
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 202 310 0 02 Mar 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 231 4,460 0 23 Jan 2020