Ontology-enhanced Prompt-tuning for Few-shot Learning

Ontology-enhanced Prompt-tuning for Few-shot Learning

27 January 2022

Ningyu Zhang

Shumin Deng

Huajun Chen

Papers citing "Ontology-enhanced Prompt-tuning for Few-shot Learning"

11 / 11 papers shown

Title
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 27 4 0 15 May 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 51 12 0 13 Mar 2023
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 17 121 0 11 Nov 2022
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction Yunzhi Yao Shengyu Mao Ningyu Zhang Xiangnan Chen Shumin Deng Xi Chen Huajun Chen 26 9 0 19 Oct 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding Zhichao Yang Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong-ye Yu 119 49 0 07 Oct 2022
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction Jiaju Lin Qin Chen 21 1 0 11 Sep 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Jiawei Sheng Shu Guo Zhenyu Chen Juwei Yue Lihong Wang Tingwen Liu Hongbo Xu 99 114 0 19 Oct 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019