Cover Image

MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Zhengyuan, Lee, Daniel, Zhang, Hong, Harsha, Sai Sree, Feujio, Loic, Maharaj, Akash, Li, Yunyao
Format:	Preprint
Published:	2024
Subjects:	Information Retrieval Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

RETAIN: Interactive Tool for Regression Testing Guided LLM Migration
by: Dixit, Tanay, et al.
Published: (2024)

Federated Retrieval Augmented Generation for Multi-Product Question Answering
by: Shojaee, Parshin, et al.
Published: (2025)

Answer Retrieval in Legal Community Question Answering
by: Askari, Arian, et al.
Published: (2024)

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering
by: Wu, Hui, et al.
Published: (2026)

RAR-b: Reasoning as Retrieval Benchmark
by: Xiao, Chenghao, et al.
Published: (2024)

HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering
by: Shin, Joongmin, et al.
Published: (2026)

Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering
by: Alawwad, Hessa, et al.
Published: (2025)

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
by: Dong, Kuicai, et al.
Published: (2025)

A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering
by: Sidiropoulos, Georgios, et al.
Published: (2024)

A Multi-Source Retrieval Question Answering Framework Based on RAG
by: Wu, Ridong, et al.
Published: (2024)

MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model
by: Gu, Geonmo, et al.
Published: (2026)

M3Retrieve: Benchmarking Multimodal Retrieval for Medicine
by: Acharya, Arkadeep, et al.
Published: (2025)

Evaluating Answer Reranking Strategies in Time-sensitive Question Answering
by: Kardan, Mehmet, et al.
Published: (2025)

MUSE: A Simple Yet Effective Multimodal Search-Based Framework for Lifelong User Interest Modeling
by: Wu, Bin, et al.
Published: (2025)

Vietnamese Legal Information Retrieval in Question-Answering System
by: Ba, Thiem Nguyen, et al.
Published: (2024)

Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering
by: Zhou, Ao, et al.
Published: (2025)

RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
by: Qian, Deniz, et al.
Published: (2026)

FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation
by: Choi, Chanyeol, et al.
Published: (2025)

Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health Questions
by: Heineking, Sebastian, et al.
Published: (2024)

Evaluating Multimodal Large Language Models on Educational Textbook Question Answering
by: Alawwad, Hessa A., et al.
Published: (2025)

Entity Retrieval for Answering Entity-Centric Questions
by: Shavarani, Hassan S., et al.
Published: (2024)

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering
by: Ye, Linhao, et al.
Published: (2025)

Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities
by: Li, Zhonghao, et al.
Published: (2024)

REaR: Retrieve, Expand and Refine for Effective Multitable Retrieval
by: Agarwal, Rishita, et al.
Published: (2025)

Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems
by: Kim, Sejong, et al.
Published: (2025)

Multilingual Non-Factoid Question Answering with Answer Paragraph Selection
by: Mishra, Ritwik, et al.
Published: (2024)

REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
by: Wang, Yuhao, et al.
Published: (2024)

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
by: Rybak, Piotr, et al.
Published: (2023)

Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
by: Boer, Derian, et al.
Published: (2025)

Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems
by: Chen, Jiajing, et al.
Published: (2024)

Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval
by: Hu, Ruofan, et al.
Published: (2025)

JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability
by: Wang, Junda, et al.
Published: (2024)

Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation
by: Choi, Yejin, et al.
Published: (2025)

NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question Answering
by: Rashid, Muhammad Shihab, et al.
Published: (2024)

RAGentA: Multi-Agent Retrieval-Augmented Generation for Attributed Question Answering
by: Besrour, Ines, et al.
Published: (2025)

Contri(e)ve: Context + Retrieve for Scholarly Question Answering
by: Shivashankar, Kanchan, et al.
Published: (2024)

Cross-modal Retrieval for Knowledge-based Visual Question Answering
by: Lerner, Paul, et al.
Published: (2024)

PAQA: Toward ProActive Open-Retrieval Question Answering
by: Erbacher, Pierre, et al.
Published: (2024)

Evaluating the Retrieval Component in LLM-Based Question Answering Systems
by: Alinejad, Ashkan, et al.
Published: (2024)

Reason to Contrast: A Cascaded Multimodal Retrieval Framework
by: Cui, Xuanming, et al.
Published: (2025)