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

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

17 October 2022

Chengyu Wang

Chuanqi Tan

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

9 / 9 papers shown

Title
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 34 0 0 04 Feb 2025
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
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 32 19 0 28 Aug 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning Ran Zhou Xin Li Lidong Bing Erik Cambria Chun Miao 35 16 0 23 May 2023
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search Mozhi Zhang Hang Yan Yaqian Zhou Xipeng Qiu 15 10 0 20 May 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 Yu Wu 19 5 0 14 Feb 2023
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling Peiyi Wang Runxin Xu Tianyu Liu Qingyu Zhou Yunbo Cao Baobao Chang Zhifang Sui 24 58 0 27 Sep 2021
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Jiawei Sheng Shu Guo Zhenyu Chen Juwei Yue Lihong Wang Tingwen Liu Hongbo Xu 99 114 0 19 Oct 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 252 11,677 0 09 Mar 2017