xKG is a paper-centric knowledge base that extracts code and insights to improve LLM agent performance on AI research replication by 10.9% on PaperBench.
All formulas, parameter configurations, and implementation details must be extracted from the given excerpts, ensuring strict adherence to them
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What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
xKG is a paper-centric knowledge base that extracts code and insights to improve LLM agent performance on AI research replication by 10.9% on PaperBench.