ASMR extracts concepts with an LLM, clusters them into candidate fields, then uses RL to select compact non-redundant schemas for each ship-report form type.
Generative ontology: When structured knowledge learns to create
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.AI 2years
2026 2representative citing papers
LOM unifies ontology construction, semantic alignment, and deterministic reasoning in one architecture, reporting 88.8% accuracy on ontology completion and 94% on complex graph reasoning tasks.
citing papers explorer
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ASMR: Agentic Schema Generation for Ship Maintenance Report Writing
ASMR extracts concepts with an LLM, clusters them into candidate fields, then uses RL to select compact non-redundant schemas for each ship-report form type.
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Unifying Ontology Construction and Semantic Alignment for Deterministic Enterprise Reasoning at Scale
LOM unifies ontology construction, semantic alignment, and deterministic reasoning in one architecture, reporting 88.8% accuracy on ontology completion and 94% on complex graph reasoning tasks.