Learning from Language Description: Low-shot Named Entity Recognition
via Decomposed Framework

Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework

11 September 2021

Jing Gao

Papers citing "Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework"

14 / 14 papers shown

Title
BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition Quanjiang Guo Yihong Dong Ling Tian Zhao Kang Yu Zhang Sijie Wang 69 1 0 03 Dec 2024
Few-shot Named Entity Recognition via Superposition Concept Discrimination Jiawei Chen Hongyu Lin Xianpei Han Yaojie Lu Shanshan Jiang Bin Dong Le Sun 32 1 0 25 Mar 2024
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition Sungjoo Byun Jiseung Hong Sumin Park Dongjun Jang Jean Seo Minseok Kim Chaeyoung Oh Hyopil Shin 22 0 0 24 Mar 2024
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models Yuzhao Heng Chun-Ying Deng Yitong Li Yue Yu Yinghao Li Rongzhi Zhang Chao Zhang 33 4 0 17 Mar 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 49 1 0 18 Jan 2024
Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Zifeng Cheng Qingyu Zhou Zhiwei Jiang Xuemin Zhao Yunbo Cao Qing Gu 26 3 0 16 Jul 2023
Learning In-context Learning for Named Entity Recognition Jiawei Chen Yaojie Lu Hongyu Lin Jie Lou Wei Jia Dai Dai Hua Wu Boxi Cao Xianpei Han Le Sun NAI 49 19 0 18 May 2023
Causal Interventions-based Few-Shot Named Entity Recognition Zhen Yang Yongbin Liu Chunping Ouyang CML 24 0 0 03 May 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition Yongqi Li Yu Yu T. Qian 19 14 0 13 Feb 2023
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition Zihan Wang Kewen Zhao Zilong Wang Jingbo Shang 46 6 0 24 May 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu T. Zhao Chin-Yew Lin 30 58 0 12 Apr 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 33 44 0 23 Mar 2022
Simple Questions Generate Named Entity Recognition Datasets Hyunjae Kim J. Yoo Seunghyun Yoon Jinhyuk Lee Jaewoo Kang 27 7 0 16 Dec 2021
LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners Yaqing Wang Subhabrata Mukherjee Xiaodong Liu Jing Gao Ahmed Hassan Awadallah Jianfeng Gao VLM BDL 51 10 0 12 Oct 2021