Tag: information retrieval
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OThink-SRR1: Efficient Reinforced Learning for LLMs
Discover OThink-SRR1, a reinforced learning framework improving search, refine, and reasoning for large language models with higher accuracy and efficiency...
RARE: Redundancy-Aware Evaluation for Similar Document Retrieval
Discover RARE, a framework improving retrieval evaluation for high-similarity corpora in finance, legal, and patents by tracking redundancy effectively.
Multi-Agent Generative Engine Optimization with Reusable Strategies
Discover MAGEO, a multi-agent framework that optimizes generative engines by reusing strategies for improved visibility and citation fidelity.
Spectral Tempering: Adaptive Embedding Compression for Dense Retrieval
Discover Spectral Tempering, a learning-free method for adaptive embedding compression that boosts dense passage retrieval performance and scalability.
BioHiCL: Advanced Multi-Label Learning for Biomedical Retrieval
Discover BioHiCL, a hierarchical multi-label contrastive learning model improving biomedical retrieval accuracy using MeSH labels and efficient computation...