Demonstration-based learning for few-shot biomedical named entity
recognition under machine reading comprehension

Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension

12 August 2023

Papers citing "Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension"

13 / 13 papers shown

Title
Weakly Supervised Named Entity Tagging with Learnable Logical Rules Jiacheng Li Haibo Ding Jingbo Shang Julian McAuley Zhe Feng NAI 53 37 0 05 Jul 2021
Reordering Examples Helps during Priming-based Few-Shot Learning Sawan Kumar Partha P. Talukdar 44 58 0 03 Jun 2021
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 68 234 0 16 May 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 51 146 0 08 May 2021
Biomedical named entity recognition using BERT in the machine reading comprehension framework Cong Sun Zhihao Yang Lei Wang Yin Zhang Hongfei Lin Jian Wang 55 96 0 03 Sep 2020
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition Bill Yuchen Lin Dong-Ho Lee Minghan Shen Ryan Rene Moreno Xiao Huang Prashant Shiralkar Xiang Ren 57 87 0 16 Apr 2020
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Leilei Gan Jiwei Li 72 636 0 25 Oct 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 62 103 0 04 Jun 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 137 5,628 0 25 Jan 2019
Learning Named Entity Tagger using Domain-Specific Dictionary Jingbo Shang Liyuan Liu Xiang Ren Xiaotao Gu Teng Ren Jiawei Han NoLa 51 211 0 10 Sep 2018
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 227 8,113 0 16 Jun 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 217 4,007 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 90 2,651 0 04 Mar 2016