LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting

31 August 2021

Xiang Chen

Lei Li

Shumin Deng

Chuanqi Tan

Changliang Xu

Fei Huang

Luo Si

Huajun Chen

Ningyu Zhang

VLM

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Papers citing "LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting"

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Title
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 69 14 0 28 Jan 2025
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model Subhadip Nandi Neeraj Agrawal 31 0 0 01 Nov 2024
Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition Ke Bao Chonghuan Yang 34 0 0 24 Jul 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 39 8 0 30 May 2024
Safety Control of Service Robots with LLMs and Embodied Knowledge Graphs Yong Qi Gabriel Kyebambo Siyuan Xie Wei Shen Shenghui Wang Bitao Xie Bin He Zhipeng Wang Shuo Jiang 40 2 0 28 May 2024
ToNER: Type-oriented Named Entity Recognition with Generative Language Model Guochao Jiang Ziqin Luo Yuchen Shi Dixuan Wang Jiaqing Liang Deqing Yang 49 8 0 14 Apr 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 51 144 0 29 Dec 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task Guanting Dong Tingfeng Hui Zhuoma Gongque Jinxu Zhao Daichi Guo Gang Zhao Keqing He Weiran Xu DiffM 11 7 0 16 Oct 2023
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks Chengguang Gan Qinghao Zhang Tatsunori Mori 25 0 0 18 Jul 2023
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition Chengguang Gan Qinghao Zhang Tatsunori Mori 24 2 0 28 Jun 2023
Identifying and Extracting Rare Disease Phenotypes with Large Language Models Cathy Shyr Yan Hu P. Harris Hua Xu LM&MA AI4MH 28 24 0 22 Jun 2023
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition Jiang-Dong Liu Hao Fei Fei Li Jingye Li Bobo Li Liang Zhao Chong Teng Donghong Ji VLM 28 10 0 06 Jun 2023
Continual Multimodal Knowledge Graph Construction Xiang Chen Jintian Zhang Xiaohan Wang Ningyu Zhang Tongtong Wu Luo Si Yongheng Wang Huajun Chen KELM CLL 30 14 0 15 May 2023
MAWSEO: Adversarial Wiki Search Poisoning for Illicit Online Promotion Zilong Lin Zhengyi Li Xiaojing Liao Xiaofeng Wang Xiaozhong Liu AAML 10 9 0 22 Apr 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER Xiang Chen Lei Li Q. Fei Ningyu Zhang Chuanqi Tan Yong-jia Jiang Fei Huang Huajun Chen 26 23 0 25 Jan 2023
A Concept Knowledge Graph for User Next Intent Prediction at Alipay Yacheng He Qianghuai Jia Lin Yuan Ruopeng Li Yixin Ou Ningyu Zhang 22 5 0 02 Jan 2023
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 27 2 0 09 Dec 2022
Prompting Language Models for Linguistic Structure Terra Blevins Hila Gonen Luke Zettlemoyer LRM 35 40 0 15 Nov 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 51 70 0 23 Oct 2022
Generative Prompt Tuning for Relation Classification Jiale Han Shuai Zhao Bo Cheng Shengkun Ma Wei Lu VLM 43 25 0 22 Oct 2022
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks Weiwen Xu Xin Li Yang Deng W. Lam Lidong Bing 34 9 0 17 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 30 2 0 14 Oct 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 Zhiyu Li Fei Huang Guozhou Zheng Huajun Chen VLM HAI 35 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 148 178 0 28 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,589 0 21 Jan 2020
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 118 161 0 12 Jun 2018