From Retrieval to Reasoning: A Framework for Cyber Threat Intelligence NER with Explicit and Adaptive Instructions

Research#llm🔬 Research|Analyzed: Jan 4, 2026 10:33
Published: Dec 22, 2025 14:13
1 min read
ArXiv

Analysis

This article proposes a framework for Named Entity Recognition (NER) in the context of cyber threat intelligence. The framework leverages retrieval and reasoning capabilities, incorporating explicit and adaptive instructions. The focus is on improving NER performance within a specialized domain. The use of 'explicit and adaptive instructions' suggests a focus on fine-tuning or prompting techniques to guide the model's behavior. The source being ArXiv indicates this is a research paper, likely detailing the methodology, experiments, and results of the proposed framework.
Reference / Citation
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"From Retrieval to Reasoning: A Framework for Cyber Threat Intelligence NER with Explicit and Adaptive Instructions"
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ArXivDec 22, 2025 14:13
* Cited for critical analysis under Article 32.