A Survey of Multimodal Retrieval-Augmented Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Mei, Lang, Mo, Siyu, Yang, Zhihan, Chen, Chong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MedCodER: A Generative AI Assistant for Medical Coding
by: Baksi, Krishanu Das, et al.
Published: (2024)
by: Baksi, Krishanu Das, et al.
Published: (2024)
Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach
by: Marozzo, Fabrizio
Published: (2025)
by: Marozzo, Fabrizio
Published: (2025)
A Compliance-Preserving Retrieval System for Aircraft MRO Task Search
by: Jo, Byungho
Published: (2025)
by: Jo, Byungho
Published: (2025)
An Autonomous GIS Agent Framework for Geospatial Data Retrieval
by: Ning, Huan, et al.
Published: (2024)
by: Ning, Huan, et al.
Published: (2024)
Retrieve, Annotate, Evaluate, Repeat: Leveraging Multimodal LLMs for Large-Scale Product Retrieval Evaluation
by: Hosseini, Kasra, et al.
Published: (2024)
by: Hosseini, Kasra, et al.
Published: (2024)
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions
by: Yu, Dazhou, et al.
Published: (2025)
by: Yu, Dazhou, et al.
Published: (2025)
Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness
by: Das, Anindya Bijoy, et al.
Published: (2024)
by: Das, Anindya Bijoy, et al.
Published: (2024)
SentiDrop: A Multi Modal Machine Learning model for Predicting Dropout in Distance Learning
by: Zerkouk, Meriem, et al.
Published: (2025)
by: Zerkouk, Meriem, et al.
Published: (2025)
Automated Thematic Analyses Using LLMs: Xylazine Wound Management Social Media Chatter Use Case
by: Hairston, JaMor, et al.
Published: (2025)
by: Hairston, JaMor, et al.
Published: (2025)
An Auditable Pipeline for Fuzzy Full-Text Screening in Systematic Reviews: Integrating Contrastive Semantic Highlighting and LLM Judgment
by: Mortezaagha, Pouria, et al.
Published: (2025)
by: Mortezaagha, Pouria, et al.
Published: (2025)
Large-Language Memorization During the Classification of United States Supreme Court Cases
by: Ortega, John E., et al.
Published: (2025)
by: Ortega, John E., et al.
Published: (2025)
Collaborative Filtering using Variational Quantum Hopfield Associative Memory
by: Kermanshahani, Amir, et al.
Published: (2025)
by: Kermanshahani, Amir, et al.
Published: (2025)
RIRAG: Regulatory Information Retrieval and Answer Generation
by: Gokhan, Tuba, et al.
Published: (2024)
by: Gokhan, Tuba, et al.
Published: (2024)
Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents
by: Pham, Khanh Trinh, et al.
Published: (2025)
by: Pham, Khanh Trinh, et al.
Published: (2025)
The Ontoverse: Democratising Access to Knowledge Graph-based Data Through a Cartographic Interface
by: Zimmermann, Johannes, et al.
Published: (2024)
by: Zimmermann, Johannes, et al.
Published: (2024)
Recommendation with Generative Models
by: Deldjoo, Yashar, et al.
Published: (2024)
by: Deldjoo, Yashar, et al.
Published: (2024)
LFOSum: Summarizing Long-form Opinions with Large Language Models
by: Nayeem, Mir Tafseer, et al.
Published: (2024)
by: Nayeem, Mir Tafseer, et al.
Published: (2024)
RTLocating: Intent-aware RTL Localization for Hardware Design Iteration
by: Xing, Changwen, et al.
Published: (2026)
by: Xing, Changwen, et al.
Published: (2026)
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
by: Zhang, Chenghao, et al.
Published: (2025)
by: Zhang, Chenghao, et al.
Published: (2025)
Enabling Adoption of Regenerative Agriculture through Soil Carbon Copilots
by: Capetz, Margaret, et al.
Published: (2024)
by: Capetz, Margaret, et al.
Published: (2024)
Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation
by: Jung, Dongwon, et al.
Published: (2024)
by: Jung, Dongwon, et al.
Published: (2024)
Resource efficient data transmission on animals based on machine learning
by: Kerle-Malcharek, Wilhelm, et al.
Published: (2025)
by: Kerle-Malcharek, Wilhelm, et al.
Published: (2025)
SpeechLess: Micro-utterance with Personalized Spatial Memory-aware Assistant in Everyday Augmented Reality
by: Kim, Yoonsang, et al.
Published: (2026)
by: Kim, Yoonsang, et al.
Published: (2026)
CoRAG: Collaborative Retrieval-Augmented Generation
by: Muhamed, Aashiq, et al.
Published: (2025)
by: Muhamed, Aashiq, et al.
Published: (2025)
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation
by: Dong, Guanting, et al.
Published: (2024)
by: Dong, Guanting, et al.
Published: (2024)
From Speech-to-Spatial: Grounding Utterances on A Live Shared View with Augmented Reality
by: Kim, Yoonsang, et al.
Published: (2026)
by: Kim, Yoonsang, et al.
Published: (2026)
Retrieval Augmented Generation for Domain-specific Question Answering
by: Sharma, Sanat, et al.
Published: (2024)
by: Sharma, Sanat, et al.
Published: (2024)
Optimization of Retrieval-Augmented Generation Context with Outlier Detection
by: Bulgakov, Vitaly
Published: (2024)
by: Bulgakov, Vitaly
Published: (2024)
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation
by: Fleischer, Daniel, et al.
Published: (2024)
by: Fleischer, Daniel, et al.
Published: (2024)
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
by: Xu, Ran, et al.
Published: (2024)
by: Xu, Ran, et al.
Published: (2024)
Enhancing Retrieval-Augmented Generation with Entity Linking for Educational Platforms
by: Granata, Francesco, et al.
Published: (2025)
by: Granata, Francesco, et al.
Published: (2025)
Reducing hallucination in structured outputs via Retrieval-Augmented Generation
by: Béchard, Patrice, et al.
Published: (2024)
by: Béchard, Patrice, et al.
Published: (2024)
LLM-Aided Customizable Profiling of Code Data Based On Programming Language Concepts
by: Thorat, Pankaj, et al.
Published: (2025)
by: Thorat, Pankaj, et al.
Published: (2025)
SPARC-RAG: Adaptive Sequential-Parallel Scaling with Context Management for Retrieval-Augmented Generation
by: Yang, Yuxin, et al.
Published: (2026)
by: Yang, Yuxin, et al.
Published: (2026)
MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation
by: Kwon, Daeyong, et al.
Published: (2025)
by: Kwon, Daeyong, et al.
Published: (2025)
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
by: Yu, Yue, et al.
Published: (2024)
by: Yu, Yue, et al.
Published: (2024)
Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization
by: Esencan, Mert, et al.
Published: (2024)
by: Esencan, Mert, et al.
Published: (2024)
G-Zero: Self-Play for Open-Ended Generation from Zero Data
by: Huang, Chengsong, et al.
Published: (2026)
by: Huang, Chengsong, et al.
Published: (2026)
Automatic Generation of Behavioral Test Cases For Natural Language Processing Using Clustering and Prompting
by: Li, Ying, et al.
Published: (2024)
by: Li, Ying, et al.
Published: (2024)
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering
by: Bai, Yang, et al.
Published: (2025)
by: Bai, Yang, et al.
Published: (2025)
Similar Items
-
MedCodER: A Generative AI Assistant for Medical Coding
by: Baksi, Krishanu Das, et al.
Published: (2024) -
Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach
by: Marozzo, Fabrizio
Published: (2025) -
A Compliance-Preserving Retrieval System for Aircraft MRO Task Search
by: Jo, Byungho
Published: (2025) -
An Autonomous GIS Agent Framework for Geospatial Data Retrieval
by: Ning, Huan, et al.
Published: (2024) -
Retrieve, Annotate, Evaluate, Repeat: Leveraging Multimodal LLMs for Large-Scale Product Retrieval Evaluation
by: Hosseini, Kasra, et al.
Published: (2024)