Few-Shot Named Entity Recognition: A Comprehensive Study

Few-Shot Named Entity Recognition: A Comprehensive Study

29 December 2020

S. Balakrishnan

Papers citing "Few-Shot Named Entity Recognition: A Comprehensive Study"

18 / 18 papers shown

Title
Cross-domain Named Entity Recognition via Graph Matching Junhao Zheng Haibin Chen Qianli Ma 46 24 0 02 Aug 2024
A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition Haojie Zhang Yimeng Zhuang 38 0 0 26 Apr 2024
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot Contexts Milos Kosprdic Nikola Prodanović Adela Ljajić Bojana Bašaragin Nikola Milosevic MedIm 18 5 0 05 May 2023
Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 17 8 0 10 Nov 2022
Prompt-Based Metric Learning for Few-Shot NER Yanru Chen Yanan Zheng Zhilin Yang VLM 34 27 0 08 Nov 2022
SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition Zeng Yang Linhai Zhang Deyu Zhou 31 4 0 11 Oct 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes Bin Ji Shasha Li Shaoduo Gan Jie Yu Jun Ma Huijun Liu 18 32 0 17 Aug 2022
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models A. Davody David Ifeoluwa Adelani Thomas Kleinbauer Dietrich Klakow 14 4 0 15 Jun 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Bo-wen Li Wanxiang Che BDL 19 21 0 02 Apr 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 20 44 0 23 Mar 2022
Librarian-in-the-Loop: A Natural Language Processing Paradigm for Detecting Informal Mentions of Research Data in Academic Literature Lizhou Fan Sara Lafia David A. Bleckley E. Moss A. Thomer Libby Hemphill 26 4 0 10 Mar 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Feiyu Xiong Fei Huang Guozhou Zheng Huajun Chen VLM HAI 29 42 0 10 Jan 2022
Template-free Prompt Tuning for Few-shot NER Ruotian Ma Xin Zhou Tao Gui Y. Tan Linyang Li Qi Zhang Xuanjing Huang VLM 143 177 0 28 Sep 2021
Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger Jiang Wu 13 0 0 15 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 34 65 0 31 Aug 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 18 28 0 15 Jun 2021
Few-NERD: A Few-Shot Named Entity Recognition Dataset Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Haitao Zheng Zhiyuan Liu 11 228 0 16 May 2021
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 242 269 0 30 Sep 2019