When Low Resource NLP Meets Unsupervised Language Model:
Meta-pretraining Then Meta-learning for Few-shot Text Classification

When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification

22 August 2019

Shumin Deng

Ningyu Zhang

Huajun Chen

Papers citing "When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification"

11 / 11 papers shown

Title
MetaLDC: Meta Learning of Low-Dimensional Computing Classifiers for Fast On-Device Adaption Yejia Liu Shijin Duan Xiaolin Xu Shaolei Ren 38 4 0 23 Feb 2023
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Chenyu You Boyang Albert Li Lidong Bing 29 236 0 20 Dec 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 36 157 0 07 Mar 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Zhiyu Li Fei Huang Guozhou Zheng Huajun Chen VLM HAI 35 42 0 10 Jan 2022
Improving Large-scale Language Models and Resources for Filipino Jan Christian Blaise Cruz C. Cheng AI4CE 29 27 0 11 Nov 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 30 172 0 14 Jun 2021
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 8 49 0 30 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 14 92 0 25 Oct 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 32 18 0 14 Sep 2020
Conceptualized Representation Learning for Chinese Biomedical Text Mining Ningyu Zhang Qianghuai Jia Kangping Yin Liang Dong Feng Gao Nengwei Hua OOD 42 65 0 25 Aug 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 457 11,715 0 09 Mar 2017