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2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
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Notes on knowledge graph
3 notes
A knowledge-guided agentic framework for mitigating patient-context ambiguity in health queries
The paper introduces a framework to help healthcare chatbots better understand underspecified patient queries by using a knowledge graph to generate plausible hypotheses and asking targeted follow-up questions. The…
From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics
The text discusses a new framework for modernizing Science, Technology, and Innovation (STI) analytics. The proposed framework aims to improve upon traditional bibliometric indicators by using dynamic knowledge graphs…
Automated Semantic Fault Localization in SysML v2: A Human-in-the-Loop Framework Using Knowledge-Graph Augmented LLMs
The paper presents a framework for automatically identifying and repairing semantic mistakes in SysML v2 models, which are errors that preserve syntactic validity but violate domain rules. The framework combines a…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
