conftrace_

multimodal retrieval

79 papers

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Co-occurring keywords

retrieval-augmented generation (1592) multimodal learning (4645) vision-language model (2348) information retrieval (1514) large language model (13587) contrastive learning (4032) cross-modal retrieval (351) zero-shot learning (3650) document retrieval (228) dense retrieval (281)

Papers

MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering COLING 2025
MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models ICCV 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025
Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training EMNLP 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025
Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation EMNLP 2025
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025
LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025
FLAIR: VLM with Fine-grained Language-informed Image Representations CVPR 2025
Seeing the Abstract: Translating the Abstract Language for Vision Language Models CVPR 2025
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025
Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge ACL 2025
GENIUS: A Generative Framework for Universal Multimodal Search CVPR 2025
Towards Text-Image Interleaved Retrieval ACL 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025
Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025
Needle In A Multimodal Haystack NIPS 2024