Few-shot Named Entity Recognition with Entity-level Prototypical Network
Enhanced by Dispersedly Distributed Prototypes

Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes

17 August 2022

Shasha Li

Papers citing "Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes"

17 / 17 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
BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition Quanjiang Guo Yihong Dong Ling Tian Zhao Kang Yu Zhang Sijie Wang 64 0 0 03 Dec 2024
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition Chang Tian Wenpeng Yin Dan Li Marie-Francine Moens 40 4 0 08 Jun 2024
Prototypical Reward Network for Data-Efficient RLHF Jinghan Zhang Xiting Wang Yiqiao Jin Changyu Chen Xinhao Zhang Kunpeng Liu ALM 41 18 0 06 Jun 2024
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks Letian Peng Zilong Wang Feng Yao Zihan Wang Jingbo Shang SyDa 33 13 0 30 Mar 2024
Few-shot Named Entity Recognition via Superposition Concept Discrimination Jiawei Chen Hongyu Lin Xianpei Han Yaojie Lu Shanshan Jiang Bin Dong Le Sun 19 1 0 25 Mar 2024
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition Jonas Golde Felix Hamborg Alan Akbik 30 1 0 21 Mar 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 41 1 0 18 Jan 2024
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning Sarkar Snigdha Sarathi Das Ranran Haoran Zhang Peng Shi Wenpeng Yin Rui Zhang 107 14 0 07 Nov 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling Junwen Zhang Yin Zhang BDL 27 3 0 13 Oct 2023
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain Mingchen Li Rui Zhang 49 23 0 01 Jul 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 18 9 0 06 Jun 2023
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition Mingchen Li Yang Ye Jeremy Yeung Huixue Zhou Huaiyuan Chu Rui Zhang 62 2 0 29 May 2023
Learning In-context Learning for Named Entity Recognition Jiawei Chen Yaojie Lu Hongyu Lin Jie Lou Wei Jia Dai Dai Hua-Hong Wu Boxi Cao Xianpei Han Le Sun NAI 47 19 0 18 May 2023
VicunaNER: Zero/Few-shot Named Entity Recognition using Vicuna Bin Ji 24 13 0 05 May 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition Yongqi Li Yu Yu T. Qian 12 14 0 13 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