Cover Image

DocRetriever: A Plug-and-Play Framework for Multimodal Document Retrieval with Comprehensive Benchmark

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Ruofan, Zhu, Menghui, Zhu, Jieming, Chen, Bo, Xu, Shengyang, Hong, Minjie, Yang, Xiaoda, Zhou, Sashuai, Tang, Li, Jin, Tao, Zhao, Zhou
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Information Retrieval H.3.3; I.2.10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ReCoVR: Closing the Loop in Interactive Composed Video Retrieval
by: Zhang, Bingqing, et al.
Published: (2026)

Evaluating Perspectival Biases in Cross-Modal Retrieval
by: Saengsukhiran, Teerapol, et al.
Published: (2025)

Spatially-Grounded Document Retrieval via Patch-to-Region Relevance Propagation
by: Georgiou, Athos
Published: (2025)

Loom: Hybrid Retrieval-Scoring Outfit Recommendation with Semantic Material Compatibility and Occasion-Aware Embedding Priors
by: Berlia, Anushree
Published: (2026)

Doc2Query++: Topic-Coverage based Document Expansion and its Application to Dense Retrieval via Dual-Index Fusion
by: Kuo, Tzu-Lin, et al.
Published: (2025)

Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts
by: Zhang, Bingqing, et al.
Published: (2026)

MIRA: An LLM-Assisted Benchmark for Multi-Category Integrated Retrieval
by: Türkmen, Mehmet Deniz, et al.
Published: (2026)

Dynamic Superblock Pruning for Fast Learned Sparse Retrieval
by: Carlson, Parker, et al.
Published: (2025)

Information Retrieval for Climate Impact
by: de Rijke, Maarten, et al.
Published: (2025)

KamerRaad: Enhancing Information Retrieval in Belgian National Politics through Hierarchical Summarization and Conversational Interfaces
by: Rogiers, Alexander, et al.
Published: (2024)

Relevance Filtering for Embedding-based Retrieval
by: Rossi, Nicholas, et al.
Published: (2024)

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

TriAlignGR: Triangular Multitask Alignment with Multimodal Deep Interest Mining for Generative Recommendation
by: Zeng, Yangchen, et al.
Published: (2026)

An Intrinsic Framework of Information Retrieval Evaluation Measures
by: Giner, Fernando
Published: (2023)

Enhancing Relevance of Embedding-based Retrieval at Walmart
by: Lin, Juexin, et al.
Published: (2024)

CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval
by: Deng, Hao, et al.
Published: (2025)

From BM25 to Corrective RAG: Benchmarking Retrieval Strategies for Text-and-Table Documents
by: Akarsu, Meftun, et al.
Published: (2026)

Improving E-commerce Search with Category-Aligned Retrieval
by: Aliev, Rauf
Published: (2025)

Reverse-Engineering the Retrieval Process in GenIR Models
by: Reusch, Anja, et al.
Published: (2025)

MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
by: Zhang, Yongyue, et al.
Published: (2026)

Doc2Token: Bridging Vocabulary Gap by Predicting Missing Tokens for E-commerce Search
by: Li, Kaihao, et al.
Published: (2024)

Beyond the Geometric Curse: High-Dimensional N-Gram Hashing for Dense Retrieval
by: Sharma, Sangeet
Published: (2026)

ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems
by: Xing, Haibo, et al.
Published: (2025)

Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality
by: Feng, Naihe, et al.
Published: (2025)

Towards Efficient and Generalizable Retrieval: Adaptive Semantic Quantization and Residual Knowledge Transfer
by: Wang, Huimu, et al.
Published: (2026)

A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models
by: Kankanampati, Yash, et al.
Published: (2026)

RAD-DPO: Robust Adaptive Denoising Direct Preference Optimization for Generative Retrieval in E-commerce
by: Chen, Zhiguo, et al.
Published: (2026)

Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval
by: Kavimandan, Kshitij, et al.
Published: (2025)

Calibrated Fusion for Heterogeneous Graph-Vector Retrieval in Multi-Hop QA
by: Bacellar, Andre
Published: (2026)

Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search
by: Cho, Gyu-Hwung, et al.
Published: (2026)

Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
by: Hu, Zhibo, et al.
Published: (2024)

Query-Centric Graph Retrieval Augmented Generation
by: Wu, Yaxiong, et al.
Published: (2025)

Leveraging Lightweight Entity Extraction for Scalable Event-Based Image Retrieval
by: Minh, Dao Sy Duy, et al.
Published: (2025)

Comprehensive List Generation for Multi-Generator Reranking
by: Yang, Hailan, et al.
Published: (2025)

AmharicIR+Instr: A Two-Dataset Resource for Neural Retrieval and Instruction Tuning
by: Yeshambel, Tilahun, et al.
Published: (2026)

Benchmarking Retrieval Strategies for Biomedical Retrieval-Augmented Generation: A Controlled Empirical Study
by: Bal, Devi Prasad, et al.
Published: (2026)

AI for Statutory Simplification: A Comprehensive State Legal Corpus and Labor Benchmark
by: Hariri, Emaan, et al.
Published: (2025)

Re3val: Reinforced and Reranked Generative Retrieval
by: Song, EuiYul, et al.
Published: (2024)

Meta Knowledge for Retrieval Augmented Large Language Models
by: Mombaerts, Laurent, et al.
Published: (2024)

Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval via Uncertainty Minimization
by: Zhang, Bingqing, et al.
Published: (2025)