LTNER: Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking

arXiv:2404.05624v1 Announce Type: new
Abstract: The use of LLMs for natural language processing has become a popular trend in the past two years, driven by their formidable capacity for context comprehension and learning, which has inspired a wave of research from academics and industry professionals. However, for certain NLP tasks, such as NER, the performance of LLMs still falls short when compared to supervised learning methods. In our research, we developed a NER processing framework called LTNER that incorporates a …

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