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Jonathan Larson

Optimizing open-domain question answering with graph-based retrieval augmented generation

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Mar 04, 2025
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Explaining Categorical Feature Interactions Using Graph Covariance and LLMs

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Jan 24, 2025
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Principal Graph Encoder Embedding and Principal Community Detection

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Jan 24, 2025
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Refined Graph Encoder Embedding via Self-Training and Latent Community Recovery

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May 21, 2024
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From Local to Global: A Graph RAG Approach to Query-Focused Summarization

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Apr 24, 2024
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Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models

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Dec 15, 2023
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Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

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Nov 28, 2023
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Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

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Sep 25, 2023
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Discovering Communication Pattern Shifts in Large-Scale Networks using Encoder Embedding and Vertex Dynamics

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May 03, 2023
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Synergistic Graph Fusion via Encoder Embedding

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Mar 31, 2023
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