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#semantic-query News & Analysis

2 articles tagged with #semantic-query. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Mar 37/104
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Beyond Single-Modal Analytics: A Framework for Integrating Heterogeneous LLM-Based Query Systems for Multi-Modal Data

Researchers introduce Meta Engine, a unified semantic query system that integrates multiple specialized LLM-based query systems to handle multi-modal data analysis. The system addresses fragmentation in current semantic query tools by combining specialized systems through five key components, achieving 3-24x better performance than existing baselines.

AIBullisharXiv – CS AI · Mar 55/10
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Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph

Researchers at the Australian National University developed a semantic query processing system that combines Large Language Models with a scholarly Knowledge Graph to enable comprehensive information retrieval about computer science research. The system uses the Deep Document Model for fine-grained document representation and KG-enhanced Query Processing for optimized query handling, showing superior accuracy and efficiency compared to baseline methods.