Learning from Miscellaneous Other-Class Words for Few-shot Named Entity
Recognition

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition

29 June 2021

Bin Xu

Lei Hou

ArXiv (abs)PDF HTML Github (4★)

Papers citing "Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition"

19 / 19 papers shown

Title
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network Yutai Hou Wanxiang Che Y. Lai Zhihan Zhou Yijia Liu Han Liu Ting Liu 53 193 0 10 Jun 2020
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese Liang Xu Yu Tong Qianqian Dong Yixuan Liao Cong Yu Yin Tian Weitang Liu Lu Li Caiquan Liu Xuanwei Zhang 82 53 0 13 Jan 2020
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Leilei Gan Jiwei Li 110 588 0 07 Nov 2019
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection Shumin Deng Ningyu Zhang Jiaojian Kang Yichi Zhang Wei Zhang Huajun Chen 87 134 0 25 Oct 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 70 594 0 25 Oct 2019
Low-Resource Name Tagging Learned with Weakly Labeled Data Yixin Cao Zikun Hu Tat-Seng Chua Zhiyuan Liu Heng Ji NoLa 65 77 0 26 Aug 2019
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 81 199 0 14 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 120 827 0 25 May 2018
Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition Zhenghui Wang Yanru Qu Liheng Chen Jian Shen Weinan Zhang Shaodian Zhang Yimei Gao Gen Gu Ken Chen Yong Yu 82 64 0 24 Apr 2018
Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Pushpankar Kumar Pushp Muktabh Mayank Srivastava VLM 64 93 0 16 Dec 2017
Improving One-Shot Learning through Fusing Side Information Yao-Hung Hubert Tsai Ruslan Salakhutdinov FedML 43 51 0 23 Oct 2017
Zero-Shot Transfer Learning for Event Extraction Lifu Huang Heng Ji Kyunghyun Cho Clare R. Voss 72 205 0 04 Jul 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 104 616 0 07 Jun 2017
NormFace: L2 Hypersphere Embedding for Face Verification Feng Wang Xiang Xiang Jian Cheng Alan Yuille 3DH CVBM 81 745 0 21 Apr 2017
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data Jason Alan Fries Sen Wu Alex Ratner Christopher Ré MedIm 89 95 0 20 Apr 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 305 8,164 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 838 11,961 0 09 Mar 2017
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 234 4,018 0 04 Mar 2016

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.