ResearchBenchmarksCyber Threat Intelligence Named Entity Recognition on CTINexusCyber Threat Intelligence Named Entity Recognition on CTINexusFollow21.79Macro F1TTPrompt-0.87165.011710.89516.7783Dec 22, 2025Evaluation resultsMethodMethodLinksMacro F1Micro F1TTPromptLearning Paradigm=LLM ICLLearning Paradigm=LLM ICL2025.1221.7931.41CTINEXUS*Learning Paradigm=Fine...Learning Paradigm=Fine-tuning2025.1217.8927.33ACLMLearning Paradigm=Fine...Learning Paradigm=Fine-tuning2025.1210.8825.53LADDER*Learning Paradigm=Fine...Learning Paradigm=Fine-tuning2025.1200OneKELearning Paradigm=LLM ICLLearning Paradigm=LLM ICL2025.1200