How far is Language Model from 100% Few-shot Named Entity Recognition in
Medical Domain

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How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain

1 July 2023

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Papers citing "How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain"

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Title
Token and Span Classification for Entity Recognition in French Historical Encyclopedias Ludovic Moncla Hédi Zeghidi 76 0 0 03 Jun 2025
Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models Hédi Zeghidi Ludovic Moncla 81 2 0 28 Aug 2024
RaTEScore: A Metric for Radiology Report Generation W. Zhao Chaoyi Wu Xiechi Zhang Ya Zhang Yanfeng Wang Weidi Xie 105 12 0 24 Jun 2024
CancerLLM: A Large Language Model in Cancer Domain Mingchen Li Jiatan Huang Jeremy Yeung A. Blaes Steven Johnson Hongfang Liu Hua Xu Rui Zhang ELM LM&MA 156 6 0 15 Jun 2024
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models Qingkai Min Qipeng Guo Xiangkun Hu Songfang Huang Zheng Zhang Yue Zhang 77 3 0 04 Jun 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 123 59 0 21 May 2024
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness Mingchen Li Zaifu Zhan Han Yang Yongkang Xiao Jiatan Huang Rui Zhang 85 6 0 13 May 2024
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine Mingchen Li H. Kilicoglu Hualei Xu Rui Zhang LM&MA RALM 133 14 0 01 May 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review Huizi Yu Lizhou Fan Lingyao Li Jiayan Zhou Zihui Ma ... Sijia He Mingyu Jin Yongfeng Zhang Ashvin Gandhi Xin Ma LM&MA 111 14 0 24 Mar 2024
AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models Lang Cao Jimeng Sun Adam Cross 81 3 0 01 Mar 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 156 175 0 29 Dec 2023
Benchingmaking Large Langage Models in Biomedical Triple Extraction Mingchen Li Huixue Zhou Rui Zhang 91 3 0 27 Oct 2023
A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare Ying Liu Haozhu Wang Huixue Zhou Mingchen Li Yu Hou Sicheng Zhou Fang Wang Rama Hoetzlein Rui Zhang OffRL LM&MA 49 1 0 23 Oct 2023