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SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Indu
BACKGROUND
1 SIGNALFIRST DETECTED 27 July 2026
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27 Jul
SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text
REPORT · WHAT · ArXiv CS.AI
Other feeds and industry voices
13 Apr
From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI
arXiv:2604.08603v1 Announce Type: new Abstract: Existing LLM-based agent systems share a common architectural failure: they answer from the unrestricted knowledge space without
REPORT · HOW · ArXiv CS.AIOPEN STORY
23 Mar
DIAL-KG: Schema-Free Incremental Knowledge Graph Construction via Dynamic Schema Induction and Evolution-Intent Assessment
arXiv:2603.20059v1 Announce Type: new Abstract: Knowledge Graphs (KGs) are foundational to applications such as search, question answering, and recommendation. Conventional
REPORT · HOW · ArXiv CS.AIOPEN STORY
24 Sept
CQ4OE: A benchmark for assessing LLM-assisted ontology generation from competency questions
arXiv:2609.26029v1 Announce Type: new Abstract: Ontology generation from Competency Questions (CQs) is a central yet labor-intensive phase of Ontology Engineering. While large
REPORT · WHAT · ArXiv CS.AIOPEN STORY
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