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SpanProto: A Two-stage Span-based Prototypical Network for Few-shot
  Named Entity Recognition
v1v2 (latest)

SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
17 October 2022
Jiadong Wang
Chengcheng Han
Chengyu Wang
Chuanqi Tan
Minghui Qiu
Songfang Huang
Yanjie Liang
Ming Gao
ArXiv (abs)PDFHTML

Papers citing "SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition"

7 / 7 papers shown
Title
ReProCon: Scalable and Resource-Efficient Few-Shot Biomedical Named Entity Recognition
ReProCon: Scalable and Resource-Efficient Few-Shot Biomedical Named Entity Recognition
Jeongkyun Yoo
Nela Riddle
Andrew Hoblitzell
44
0
0
22 Aug 2025
FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework
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
173
1
0
04 Feb 2025
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy
  Slot Filling Task
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling TaskConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Guanting Dong
Tingfeng Hui
Zhuoma Gongque
Jinxu Zhao
Daichi Guo
Gang Zhao
Keqing He
Weiran Xu
DiffM
256
11
0
16 Oct 2023
A Multi-Task Semantic Decomposition Framework with Task-specific
  Pre-training for Few-Shot NER
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERInternational 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
179
22
0
28 Aug 2023
Improving Self-training for Cross-lingual Named Entity Recognition with
  Contrastive and Prototype Learning
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Ran Zhou
Xin Li
Lidong Bing
Xiaoshi Zhong
Steven C. H. Hoi
162
22
0
23 May 2023
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via
  k Nearest Neighbor Search
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search
Mozhi Zhang
Hang Yan
Yaqian Zhou
Xipeng Qiu
195
10
0
20 May 2023
Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named
  Entity Recognition
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
127
7
0
14 Feb 2023
1