Search Results for author: Jiaxuan Zheng

Found 2 papers, 0 papers with code

VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition

no code implementations27 Apr 2024 Junyi Biana, Weiqi Zhai, Xiaodi Huang, Jiaxuan Zheng, Shanfeng Zhu

By combining the LLM's understanding of instructions with sequence labeling techniques, we use mix of datasets to train a model capable of extracting various types of entities.

Language Modelling Large Language Model +3

Inspire the Large Language Model by External Knowledge on BioMedical Named Entity Recognition

no code implementations21 Sep 2023 Junyi Bian, Jiaxuan Zheng, Yuyi Zhang, Shanfeng Zhu

In this paper, inspired by Chain-of-thought, we leverage the LLM to solve the Biomedical NER step-by-step: break down the NER task into entity span extraction and entity type determination.

Language Modelling Large Language Model +3

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