KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

15 April 2021

Xiang Chen

Ningyu Zhang

Xin Xie

Shumin Deng

Yunzhi Yao

Chuanqi Tan

Fei Huang

Luo Si

Huajun Chen

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Papers citing "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction"

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Title
Editing Language Model-based Knowledge Graph Embeddings Shuyang Cheng Ningyu Zhang Bo Tian Feiyu Xiong Wei Guo Huajun Chen KELM 51 23 0 25 Jan 2023
Multitask Instruction-based Prompting for Fallacy Recognition Tariq Alhindi Tuhin Chakrabarty Elena Musi Smaranda Muresan LRM 10 30 0 24 Jan 2023
A Concept Knowledge Graph for User Next Intent Prediction at Alipay Yacheng He Qianghuai Jia Lin Yuan Ruopeng Li Yixin Ou Ningyu Zhang 20 5 0 02 Jan 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction Bo Li Wei Ye Jinglei Zhang Shikun Zhang 18 12 0 29 Dec 2022
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 32 3 0 27 Dec 2022
MolCPT: Molecule Continuous Prompt Tuning to Generalize Molecular Representation Learning Cameron Diao Kaixiong Zhou Zirui Liu Xiao Huang Xia Hu 30 14 0 20 Dec 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction Wei Tang Benfeng Xu Yuyue Zhao Zhendong Mao Yifeng Liu Yong Liao Haiyong Xie 24 46 0 16 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 24 121 0 11 Nov 2022
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction Lu Dai Bang Wang Wei Xiang Yijun Mo 15 16 0 28 Oct 2022
Multilingual Relation Classification via Efficient and Effective Prompting Yuxuan Chen David Harbecke Leonhard Hennig LRM 21 11 0 25 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 51 70 0 23 Oct 2022
Generative Prompt Tuning for Relation Classification Jiale Han Shuai Zhao Bo Cheng Shengkun Ma Wei Lu VLM 40 24 0 22 Oct 2022
Tele-Knowledge Pre-training for Fault Analysis Zhuo Chen Wen Zhang Yufen Huang Mingyang Chen Yuxia Geng ... Song Jiang Zhaoyang Lian Y. Li Lei Cheng Hua-zeng Chen 43 17 0 20 Oct 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 28 9 0 19 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 29 10 0 19 Oct 2022
Towards Relation Extraction From Speech Tongtong Wu Guitao Wang Jinming Zhao Zhaoran Liu Guilin Qi Yuan-Fang Li Gholamreza Haffari 34 11 0 17 Oct 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition Hao Zhou Man Lan Yuanbin Wu YueFeng Chen Meirong Ma 30 26 0 13 Oct 2022
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings Xin Xie Zhoubo Li Xiaohan Wang Feiyu Xiong Ningyu Zhang 37 10 0 01 Oct 2022
Incorporating Task-specific Concept Knowledge into Script Learning Chenkai Sun Tie Xu Chengxiang Zhai Heng Ji 26 4 0 31 Aug 2022
GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction Junyoung Son Jinsung Kim J. Lim Heu-Jeoung Lim 26 16 0 26 Aug 2022
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation Jiaxin Huang Yu Meng Jiawei Han 39 20 0 28 Jun 2022
Neuro-Symbolic Procedural Planning with Commonsense Prompting Yujie Lu Weixi Feng Wanrong Zhu Wenda Xu Qing Guo M. Eckstein William Yang Wang LM&Ro 8 36 0 06 Jun 2022
Instance-wise Prompt Tuning for Pretrained Language Models Yuezihan Jiang Hao Yang Junyang Lin Hanyu Zhao An Yang Chang Zhou Hongxia Yang Zhi-Xin Yang Bin Cui VLM 36 7 0 04 Jun 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning Xiang Chen Lei Li Ningyu Zhang Xiaozhuan Liang Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen VLM 25 52 0 29 May 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce Yincen Qu Ningyu Zhang Hui Chen Zelin Dai Zezhong Xu Chengming Wang Xiaoyu Wang Qianglin Chen Huajun Chen 37 6 0 22 May 2022
Summarization as Indirect Supervision for Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 65 52 0 19 May 2022
PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners Canyu Chen Kai Shu VLM 31 8 0 18 May 2022
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning Zhicheng YANG Jinghui Qin Jiaqi Chen Liang Lin Xiaodan Liang ReLM LRM 32 30 0 17 May 2022
Making Pretrained Language Models Good Long-tailed Learners Chen Zhang Lei Ren Jingang Wang Wei Yu Wu Dawei Song RALM VLM 22 8 0 11 May 2022
Towards Unified Prompt Tuning for Few-shot Text Classification J. Wang Chengyu Wang Fuli Luo Chuanqi Tan Minghui Qiu Fei Yang Qiuhui Shi Songfang Huang Ming Gao VLM 35 28 0 11 May 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Dayiheng Liu Baosong Yang Juncheng Liu Bryan Hooi CML 20 51 0 08 May 2022
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen Ningyu Zhang Lei Li Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen 34 33 0 07 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 18 126 0 04 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 24 36 0 04 May 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification Zihan Wang Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui Houfeng Wang VLM 11 48 0 28 Apr 2022
Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction Hui-Syuan Yeh Thomas Lavergne Pierre Zweigenbaum 21 10 0 21 Apr 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection Minqian Liu Shiyu Chang Lifu Huang KELM CLL 22 29 0 15 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 44 9 0 09 Apr 2022
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 23 24 0 15 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing Jiejun Tan Wenbin Hu Weiwei Liu 22 1 0 01 Mar 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization Sha Li Liyuan Liu Yiqing Xie Heng Ji Jiawei Han 41 4 0 15 Feb 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 127 62 0 27 Jan 2022
OntoProtein: Protein Pretraining With Gene Ontology Embedding Ningyu Zhang Zhen Bi Xiaozhuan Liang Shuyang Cheng Haosen Hong Shumin Deng J. Lian Qiang Zhang Huajun Chen 99 90 0 23 Jan 2022
Kformer: Knowledge Injection in Transformer Feed-Forward Layers Yunzhi Yao Shaohan Huang Li Dong Furu Wei Huajun Chen Ningyu Zhang KELM MedIm 26 42 0 15 Jan 2022
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings Peng Wang Xin Xie Xiaohan Wang Ningyu Zhang RALM 30 16 0 14 Jan 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 Feiyu Xiong Fei Huang Guozhou Zheng Huajun Chen VLM HAI 35 42 0 10 Jan 2022
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation Jiaying Gong Hoda Eldardiry 22 7 0 08 Dec 2021
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Shumin Deng Jiacheng Yang Hongbin Ye Chuanqi Tan Mosha Chen Songfang Huang Fei Huang Huajun Chen Ningyu Zhang 27 7 0 02 Dec 2021
Text Mining Drug/Chemical-Protein Interactions using an Ensemble of BERT and T5 Based Models Virginia Adams Hoo-Chang Shin Carol Anderson Bo Liu A. Abidin 11 3 0 30 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 80 1,030 0 01 Nov 2021