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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Rabindra Lamsal

The University of Melbourne

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Open access Jul 2026

Query2Property: Semantic retrieval of IFC properties for natural language BIM queries

Query2Property is presented, a semantic retrieval system that maps natural language queries to the most relevant IFC properties by embedding both property descriptions and user queries in a shared vector space, supporting semantic search and natural language exploration of complex building information.

Rabindra Lamsal, S. Zlatanova · 0 citations
Preprint Jul 2026

CityLLM: A framework for natural-language querying of semantic 3D city models

CityLLM, a framework for natural-language querying of semantic 3D city models alongside complementary urban datasets, is presented, suggesting that CityLLM provides a lightweight and extensible approach for conversational access to semantic 3D city data.

Rabindra Lamsal, S. Zlatanova, John Shen · 0 citations

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