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#natural language process... Preprint Sep 2026

LEGO: Synergizing Expert GraphRAG and Expert Chain-of-Thought for Legal Reasoning

Large language models are increasingly applied to high-risk domains such as law, yet complex legal reasoning remains limited by two structural challenges. First, existing RAG and GraphRAG methods emphasize lexical or semantic similarity while overlooking normative relations among legal provisions. Second, vanilla Chain...

Qing-Jing Chen, Jun-Kai Zhang, Shao-Chun Wang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

MARLA: A Conceptual Scaffold for Regulatory Learning under the EU AI Act

The EU AI Act positions regulation as part of the infrastructure for safe, trustworthy and market-ready innovation. Realising this ambition requires regulatory learning: the evidence generated during implementation must be translated into governance and legal knowledge that supports consistent interpretation, effective...

Alessio Buscemi, Tom Deckenbrunnen, Imane Hmiddou et al. · 0 citations

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