multimodal retrieval

MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS ICLR 2025 MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025 MuKA: Multimodal Knowledge Augmented Visual Information-Seeking COLING 2025 Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025 MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering COLING 2025 OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025 On Retrieval of Long Audios with Complex Text Queries Interspeech 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025 ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025 Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025 Seeing the Abstract: Translating the Abstract Language for Vision Language Models CVPR 2025 Semi-Supervised Online Cross-Modal Hashing AAAI 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation IJCNLP 2025 Towards Text-Image Interleaved Retrieval ACL 2025 Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval Interspeech 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025 Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions EMNLP 2025 VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training EMNLP 2025 Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation EMNLP 2025 Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NeurIPS 2024