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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Lian-Nian Wang

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#large language models Sep 2026

Enhancing Construction Requirements Documents Analytics through Integrating Ontology and Large Language Model

The results demonstrate the feasibility of the proposed framework for producing consistent sentence-level semantic extraction from quality-related construction requirement text and demonstrate how ontology-guided fine-tuning can provide explicit semantic grounding for LLM-based information extraction.

Lian-Nian Wang, Jeongbin Hwang, Kevin Han et al. · 0 citations

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