Label Semantics for Few Shot Named Entity Recognition

Label Semantics for Few Shot Named Entity Recognition

16 March 2022

Miguel Ballesteros

Srikanth Doss Kadarundalagi Raghuram Doss

Rishita Anubhai

Yaser Al-Onaizan

ArXiv (abs)PDF HTML

Papers citing "Label Semantics for Few Shot Named Entity Recognition"

14 / 14 papers shown

Title
Few-NERD: A Few-Shot Named Entity Recognition Dataset Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Haitao Zheng Zhiyuan Liu 91 234 0 16 May 2021
Personalized Embedding-based e-Commerce Recommendations at eBay Tiantian Wang Y. Brovman S. Madhvanath 50 24 0 11 Feb 2021
Local Additivity Based Data Augmentation for Semi-supervised NER Jiaao Chen Zhenghui Wang Ran Tian Zichao Yang Diyi Yang 73 58 0 04 Oct 2020
Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun Cicero Nogueira dos Santos Jason Krone Bing Xiang VLM 61 62 0 15 Sep 2020
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 44 193 0 10 Jun 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison A. Hubin Jeremy Barnes Samia Touileb 61 113 0 30 Apr 2020
Zero-Shot Open Entity Typing as Type-Compatible Grounding Ben Zhou Daniel Khashabi Chen-Tse Tsai Dan Roth 66 58 0 07 Jul 2019
Zero-Shot Entity Linking by Reading Entity Descriptions Lajanugen Logeswaran Ming-Wei Chang Kenton Lee Kristina Toutanova Jacob Devlin Honglak Lee VLM 57 256 0 18 Jun 2019
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 65 199 0 14 Dec 2018
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 308 4,049 0 16 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 829 11,943 0 09 Mar 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 375 7,333 0 13 Jun 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 228 4,016 0 04 Mar 2016
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011

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.