Artificial Intelligence
本体引导的科学信息抽取
Ontology-guided scientific information extractionA workflow for extracting scientific information from text using Large Language Models (LLMs) that integrates ontology guidance and validation mechanisms to ensure trustworthiness. / 一种利用大语言模型从文本中提取科学信息的流程，该流程集成了本体指导和验证机制以确保可信度。
- Knowledge type
- 实际应用
- First proposed or discovered
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- 农场主
- Last updated
- 2026-10-23 21:02:16
Sub-knowledge points
LLM-based extractionOntology-guided workflowValidation-aware processing
Higher-order knowledge points
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Main parameters and performance indicators
LLM: Large Language Model for information extractionOntology: Structured knowledge representation guiding extractionValidation-aware: Mechanism to ensure data quality and trustworthiness
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Related literature
ranked by community starsToward trustworthy LLM-based scientific information extraction: An ontology-guided, validation-aware workflow and a single-domain case studyOpen source
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1 recordsRecord title: Ontology-guided scientific information extraction.
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