ResearchBenchmarksCyber Threat Intelligence Named Entity Recognition on CyberDialogueCyber Threat Intelligence Named Entity Recognition on CyberDialogueFollow78.78Macro F1ACLM24.970438.940252.9166.8798Dec 22, 2025Evaluation resultsMethodMethodLinksMacro F1Micro F1ACLMLearning Paradigm=Fine...Learning Paradigm=Fine-tuning2025.1278.7887.46LADDER*Learning Paradigm=Fine...Learning Paradigm=Fine-tuning2025.1260.3678.86TTPromptLearning Paradigm=LLM ICLLearning Paradigm=LLM ICL2025.1246.9258.05CTINEXUS*Learning Paradigm=Fine...Learning Paradigm=Fine-tuning2025.1241.2257.07OneKELearning Paradigm=LLM ICLLearning Paradigm=LLM ICL2025.1227.0435.4