Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Choi, Yejin, Park, Jaewoo, Yoon, Janghan, Kim, Saejin, Jeon, Jaehyun, Yu, Youngjae |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation
by: Yoon, Chanwoong, et al.
Published: (2024)
by: Yoon, Chanwoong, et al.
Published: (2024)
HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering
by: Shin, Joongmin, et al.
Published: (2026)
by: Shin, Joongmin, et al.
Published: (2026)
Multimodal Representation Alignment for Cross-modal Information Retrieval
by: Xu, Fan, et al.
Published: (2025)
by: Xu, Fan, et al.
Published: (2025)
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval
by: Yoon, Soyoung, et al.
Published: (2024)
by: Yoon, Soyoung, et al.
Published: (2024)
Unified Multimodal Interleaved Document Representation for Retrieval
by: Lee, Jaewoo, et al.
Published: (2024)
by: Lee, Jaewoo, et al.
Published: (2024)
Chunk Knowledge Generation Model for Enhanced Information Retrieval: A Multi-task Learning Approach
by: Kim, Jisu, et al.
Published: (2025)
by: Kim, Jisu, et al.
Published: (2025)
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering
by: Alawwad, Hessa, et al.
Published: (2025)
by: Alawwad, Hessa, et al.
Published: (2025)
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios
by: Lin, Hai, et al.
Published: (2024)
by: Lin, Hai, et al.
Published: (2024)
Ruling Out to Rule In: Contrastive Hypothesis Retrieval for Medical Question Answering
by: Kim, Byeolhee, et al.
Published: (2026)
by: Kim, Byeolhee, et al.
Published: (2026)
LFRAG: Layout-oriented Fine-grained Retrieval-Augmented Generation on Multimodal Document Understanding
by: Zhu, Yifan, et al.
Published: (2026)
by: Zhu, Yifan, et al.
Published: (2026)
Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents
by: Choi, Nayoung, et al.
Published: (2025)
by: Choi, Nayoung, et al.
Published: (2025)
Pacer and Runner: Cooperative Learning Framework between Single- and Cross-Domain Sequential Recommendation
by: Park, Chung, et al.
Published: (2024)
by: Park, Chung, et al.
Published: (2024)
MARC: Multimodal and Multi-Task Agentic Retrieval-Augmented Generation for Cold-Start Recommender System
by: Cho, Seung Hwan, et al.
Published: (2025)
by: Cho, Seung Hwan, et al.
Published: (2025)
RAGdb: A Zero-Dependency, Embeddable Architecture for Multimodal Retrieval-Augmented Generation on the Edge
by: Khalid, Ahmed Bin
Published: (2025)
by: Khalid, Ahmed Bin
Published: (2025)
MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering
by: Wu, Hui, et al.
Published: (2026)
by: Wu, Hui, et al.
Published: (2026)
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems
by: Kim, Sejong, et al.
Published: (2025)
by: Kim, Sejong, et al.
Published: (2025)
RALLM-POI: Retrieval-Augmented LLM for Zero-shot Next POI Recommendation with Geographical Reranking
by: Li, Kunrong, et al.
Published: (2025)
by: Li, Kunrong, et al.
Published: (2025)
Let Multimodal Embedders Learn When to Augment Query via Adaptive Query Augmentation
by: Kim, Wongyu, et al.
Published: (2025)
by: Kim, Wongyu, et al.
Published: (2025)
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning
by: Eponon, Anvi Alex, et al.
Published: (2025)
by: Eponon, Anvi Alex, et al.
Published: (2025)
Exploring the Practicality of Generative Retrieval on Dynamic Corpora
by: Kim, Chaeeun, et al.
Published: (2023)
by: Kim, Chaeeun, et al.
Published: (2023)
Improving Scientific Document Retrieval with Academic Concept Index
by: Lee, Jeyun, et al.
Published: (2026)
by: Lee, Jeyun, et al.
Published: (2026)
SF-RAG: Structure-Fidelity Retrieval-Augmented Generation for Academic Question Answering
by: Yu, Rui, et al.
Published: (2026)
by: Yu, Rui, et al.
Published: (2026)
Multi-Aspect Cross-modal Quantization for Generative Recommendation
by: Zhang, Fuwei, et al.
Published: (2025)
by: Zhang, Fuwei, et al.
Published: (2025)
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals
by: Zeng, Linda, et al.
Published: (2025)
by: Zeng, Linda, et al.
Published: (2025)
Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation
by: Feng, Shanshan, et al.
Published: (2024)
by: Feng, Shanshan, et al.
Published: (2024)
Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents
by: Choe, Jaeyoung, et al.
Published: (2025)
by: Choe, Jaeyoung, et al.
Published: (2025)
Cross-modal Retrieval for Knowledge-based Visual Question Answering
by: Lerner, Paul, et al.
Published: (2024)
by: Lerner, Paul, et al.
Published: (2024)
FinAgentBench: A Benchmark Dataset for Agentic Retrieval in Financial Question Answering
by: Choi, Chanyeol, et al.
Published: (2025)
by: Choi, Chanyeol, et al.
Published: (2025)
Soft Filtering: Guiding Zero-shot Composed Image Retrieval with Prescriptive and Proscriptive Constraints
by: Jung, Youjin, et al.
Published: (2025)
by: Jung, Youjin, et al.
Published: (2025)
A Recommender System for NFT Collectibles with Item Feature
by: Choi, Minjoo, et al.
Published: (2024)
by: Choi, Minjoo, et al.
Published: (2024)
UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion
by: Liang, Zihan, et al.
Published: (2025)
by: Liang, Zihan, et al.
Published: (2025)
Hierarchical Abstract Tree for Cross-Document Retrieval-Augmented Generation
by: Zhao, Ziwen, et al.
Published: (2026)
by: Zhao, Ziwen, et al.
Published: (2026)
Cross-Document Topic-Aligned Chunking for Retrieval-Augmented Generation
by: Stankovic, Mile
Published: (2025)
by: Stankovic, Mile
Published: (2025)
MG$^2$-RAG: Multi-Granularity Graph for Multimodal Retrieval-Augmented Generation
by: Dai, Sijun, et al.
Published: (2026)
by: Dai, Sijun, et al.
Published: (2026)
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation
by: Kang, SeongKu, et al.
Published: (2025)
by: Kang, SeongKu, et al.
Published: (2025)
Enhancing Technical Documents Retrieval for RAG
by: Lai, Songjiang, et al.
Published: (2025)
by: Lai, Songjiang, et al.
Published: (2025)
ICICLE: Expanding Retrieval with In-Context Documents
by: Den, Yu-Chen, et al.
Published: (2026)
by: Den, Yu-Chen, et al.
Published: (2026)
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
by: Jeong, Minbyul, et al.
Published: (2024)
by: Jeong, Minbyul, et al.
Published: (2024)
Enhanced Multimodal Video Retrieval System: Integrating Query Expansion and Cross-modal Temporal Event Retrieval
by: Vo, Van-Thinh, et al.
Published: (2025)
by: Vo, Van-Thinh, et al.
Published: (2025)
Retrieval Augmented Generation for Domain-specific Question Answering
by: Sharma, Sanat, et al.
Published: (2024)
by: Sharma, Sanat, et al.
Published: (2024)
Similar Items
-
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation
by: Yoon, Chanwoong, et al.
Published: (2024) -
HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering
by: Shin, Joongmin, et al.
Published: (2026) -
Multimodal Representation Alignment for Cross-modal Information Retrieval
by: Xu, Fan, et al.
Published: (2025) -
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval
by: Yoon, Soyoung, et al.
Published: (2024) -
Unified Multimodal Interleaved Document Representation for Retrieval
by: Lee, Jaewoo, et al.
Published: (2024)