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An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling

27 September 2021

Peiyi Wang

Runxin Xu

Zhifang Sui

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Papers citing "An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling"

27 / 27 papers shown

Title
MISE: Meta-knowledge Inheritance for Social Media-Based Stressor Estimation Xin Wang Ling Feng Huijun Zhang Lei Cao Kaisheng Zeng Qi Li Yang Ding Yi Dai David A. Clifton 186 1 0 03 May 2025
BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition Quanjiang Guo Yihong Dong Ling Tian Zhao Kang Yu Zhang Sijie Wang 160 3 0 03 Dec 2024
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition Chang Tian Wenpeng Yin Dan Li Marie-Francine Moens 138 7 0 08 Jun 2024
Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning Peipei Liu Gao-Shan Wang Ying Tong Jian Liang Zhenquan Ding Hongsong Zhu 101 0 0 10 Apr 2024
Few-shot Named Entity Recognition via Superposition Concept Discrimination Jiawei Chen Hongyu Lin Xianpei Han Yaojie Lu Shanshan Jiang Bin Dong Le Sun 101 3 0 25 Mar 2024
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition Jonas Golde Felix Hamborg Alan Akbik 113 2 0 21 Mar 2024
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables A. Koleva Martin Ringsquandl Ahmed Hatem Thomas Runkler Volker Tresp LMTD 127 0 0 07 Mar 2024
In-Context Learning for Few-Shot Nested Named Entity Recognition Meishan Zhang Bin Wang Hao Fei Min Zhang NAI 116 7 0 02 Feb 2024
Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification Xiaojun Xue Chunxia Zhang Tianxiang Xu Zhendong Niu 97 3 0 13 Dec 2023
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets Su ah Lee Seokjin Oh Woohwan Jung 97 4 0 18 Oct 2023
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER Guanting Dong Zechen Wang Jinxu Zhao Gang Zhao Daichi Guo ... Keqing He Xuefeng Li Liwen Wang Xinyue Cui Weiran Xu 115 23 0 28 Aug 2023
Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Zifeng Cheng Qingyu Zhou Zhiwei Jiang Xuemin Zhao Yunbo Cao Qing Gu 107 4 0 16 Jul 2023
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search Mozhi Zhang Hang Yan Yaqian Zhou Xipeng Qiu 109 10 0 20 May 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 158 24 0 18 May 2023
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective Ping Yang Junyu Lu Ruyi Gan Junjie Wang Yuxiang Zhang Jiaxing Zhang Pingjian Zhang 139 12 0 17 May 2023
VicunaNER: Zero/Few-shot Named Entity Recognition using Vicuna Shezheng Song 78 13 0 05 May 2023
Causal Interventions-based Few-Shot Named Entity Recognition Zhen Yang Yongbin Liu Chunping Ouyang CML 91 0 0 03 May 2023
A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition Guanting Dong Zechen Wang Liwen Wang Daichi Guo Dayuan Fu ... Tingfeng Hui Keqing He Xinyue Cui QiXiang Gao Weiran Xu 105 8 0 27 Feb 2023
Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition Chengcheng Han Renyu Zhu Jun Kuang Feng-Xiang Chen Xiang Li Ming Gao Xuezhi Cao Wei Wu 83 7 0 14 Feb 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition Yongqi Li Yu Yu T. Qian 75 21 0 13 Feb 2023
Few-Shot Nested Named Entity Recognition Hong Ming Jiaoyun Yang Lili Jiang Yan Pan Ning An 101 14 0 02 Dec 2022
Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 120 11 0 10 Nov 2022
Prompt-Based Metric Learning for Few-Shot NER Yanru Chen Yanan Zheng Zhilin Yang VLM 107 31 0 08 Nov 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition Jiadong Wang Chengcheng Han Chengyu Wang Chuanqi Tan Minghui Qiu Songfang Huang Jun Huang Ming Gao 106 26 0 17 Oct 2022
A Unified Framework for Multi-intent Spoken Language Understanding with prompting Feifan Song Lianzhe Huang Houfeng Wang 70 3 0 07 Oct 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes Shezheng Song Shasha Li Shaoduo Gan Jie Yu Jun Ma Bin Ji 71 35 0 17 Aug 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu Tiejun Zhao Chin-Yew Lin 103 71 0 12 Apr 2022