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Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model pr...