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Improving Document Retrieval Coherence for Semantically Equivalent Queries Apr 12, 2026

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Improving Document Retrieval Coherence for Semantically Equivalent Queries
CollabEval: Enhancing LLM-as-a-Judge via Multi-Agent Collaboration
From Local to Global: A GraphRAG Approach to Query-Focused Summarization
RzenEmbed: Towards Comprehensive Multimodal Retrieval
U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs

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LLM text-image retrieval representation learning MLLM DataGen retrieval text-text retrieval Hard Negative Sampling contrastive learning dense retrieval

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LLM text-image retrieval representation learning MLLM DataGen retrieval text-text retrieval Hard Negative Sampling contrastive learning dense retrieval

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