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cs.CL2026
LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval
He Cheng, Yifu Wu, Saksham Khatwani +5
Knowledge graphs (KGs) are increasingly integrated with large language models (LLMs) to provide structured, verifiable reasoning. A core operation in this integration is multi-hop…
cs.CL2025
Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction
Maya Kruse, Shiyue Hu, Nicholas Derby +6
Recent advances in large language models (LLMs) have shown potential in clinical text summarization, but their ability to handle long patient trajectories with multi-modal data spr…