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2204.05751
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Decomposed Meta-Learning for Few-Shot Named Entity Recognition
Findings (Findings), 2022
12 April 2022
Tingting Ma
Huiqiang Jiang
Qianhui Wu
Tiejun Zhao
Chin-Yew Lin
Re-assign community
ArXiv (abs)
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Github (281★)
Papers citing
"Decomposed Meta-Learning for Few-Shot Named Entity Recognition"
21 / 21 papers shown
ReProCon: Scalable and Resource-Efficient Few-Shot Biomedical Named Entity Recognition
Jeongkyun Yoo
Nela Riddle
Andrew Hoblitzell
117
0
0
22 Aug 2025
ChatPD: An LLM-driven Paper-Dataset Networking System
Anjie Xu
Ruiqing Ding
Leye Wang
235
7
0
28 May 2025
FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework
Ibrahim Bouabdallaoui
Fatima Guerouate
Samya Bouhaddour
C. Saadi
Mohammed Sbihi
246
2
0
04 Feb 2025
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition
IEEE Access (IEEE Access), 2024
Chang Tian
Wenpeng Yin
Dan Li
Marie-Francine Moens
357
8
0
08 Jun 2024
A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition
Haojie Zhang
Yimeng Zhuang
279
2
0
26 Apr 2024
Few-shot Name Entity Recognition on StackOverflow
Xinwei Chen
Kun Li
Tianyou Song
Jiangjian Guo
300
16
0
15 Apr 2024
Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning
Peipei Liu
Gao-Shan Wang
Peipei Liu
Jian Liang
Zhenquan Ding
312
0
0
10 Apr 2024
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER
International Conference on Information and Knowledge Management (CIKM), 2023
Guanting Dong
Zechen Wang
Jinxu Zhao
Gang Zhao
Daichi Guo
...
Keqing He
Xuefeng Li
Liwen Wang
Xinyue Cui
Weiran Xu
261
23
0
28 Aug 2023
NBIAS: A Natural Language Processing Framework for Bias Identification in Text
Expert systems with applications (ESWA), 2023
Shaina Razaa
Muskan Garg
Deepak John Reji
Syed Raza Bashir
Chen Ding
404
76
0
03 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
243
5
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
262
12
0
20 May 2023
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Ping Yang
Junyu Lu
Ruyi Gan
Junjie Wang
Yuxiang Zhang
Jiaxing Zhang
Pingjian Zhang
295
15
0
17 May 2023
Causal Interventions-based Few-Shot Named Entity Recognition
Zhen Yang
Yongbin Liu
Chunping Ouyang
CML
198
1
0
03 May 2023
A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Guanting Dong
Zechen Wang
Liwen Wang
Daichi Guo
Dayuan Fu
...
Tingfeng Hui
Keqing He
Xinyue Cui
QiXiang Gao
Weiran Xu
226
8
0
27 Feb 2023
Uncertainty-aware Self-training for Low-resource Neural Sequence Labeling
AAAI Conference on Artificial Intelligence (AAAI), 2023
Jiadong Wang
Chengyu Wang
Jun Huang
Ming Gao
Aoying Zhou
BDL
UQLM
NoLa
347
5
0
17 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
195
7
0
14 Feb 2023
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2023
Ling Ge
Chuming Hu
Guanghui Ma
Kuanqi Cai
Jihong Liu
238
9
0
21 Jan 2023
Few-Shot Nested Named Entity Recognition
Knowledge-Based Systems (KBS), 2022
Hong Ming
Jiaoyun Yang
Lili Jiang
Yan Pan
Ning An
205
20
0
02 Dec 2022
Prompt-Based Metric Learning for Few-Shot NER
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yanru Chen
Yanan Zheng
Zhilin Yang
VLM
206
37
0
08 Nov 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiadong Wang
Chengcheng Han
Chengyu Wang
Chuanqi Tan
Minghui Qiu
Songfang Huang
Yanjie Liang
Ming Gao
277
32
0
17 Oct 2022
Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Shezheng Song
Shasha Li
Jie Yu
Jun Ma
Bin Ji
307
2
0
07 Jul 2022
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