Prototypical Representation Learning for Relation Extraction

22 March 2021

Fei Huang

Papers citing "Prototypical Representation Learning for Relation Extraction"

30 / 30 papers shown

Title
Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets Erica Cai Sean McQuade Kevin Young Brendan O'Connor 77 1 0 16 May 2025
Contrastive Learning Subspace for Text Clustering Qian Yong Chen Chen Xiabing Zhou 65 0 0 26 Aug 2024
Self-Supervised Representation Learning for Adversarial Attack Detection Yi Li Plamen Angelov N. Suri SSL AAML 81 4 0 05 Jul 2024
E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory Zhou Yang Zhou Yang Chenglong Ye Yufeng Wang Haizhou Sun Chao Chen Xiaofei Zhu Yunbing Wu Xiangwen Liao 190 1 0 04 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 94 13 0 30 May 2024
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents Santosh T.Y.S.S Hassan Sarwat Ahmed Abdou Matthias Grabmair AILaw 68 4 0 31 Mar 2024
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning Hao Zhao Jie Fu Zhaofeng He 164 6 0 18 Oct 2023
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition Shuhui Wu Yongliang Shen Zeqi Tan Wenqi Ren Jietian Guo Shiliang Pu Weiming Lu 104 5 0 12 Oct 2023
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models Rui Zhang Yixin Su Bayu Distiawan Trisedya Xiaoyan Zhao Min Yang Hong Cheng Jianzhong Qi 80 21 0 18 Jul 2023
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion Yingjun Du Zehao Xiao Tianran Ouyang Cees G. M. Snoek DiffM 87 12 0 26 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers Xiaoyan Zhao Yang Deng Min Yang Lingzhi Wang Rui Zhang Hong Cheng W. Lam Ying Shen Ruifeng Xu KELM 98 36 0 03 Jun 2023
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER Amirhossein Layegh A. H. Payberah A. Soylu Dumitru Roman M. Matskin VLM 80 8 0 29 May 2023
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres Shumin Deng Shengyu Mao Ningyu Zhang Bryan Hooi 56 5 0 23 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation Jinghao Deng Fanqi Wan Tao Yang Xiaojun Quan Rui Wang SSL 48 11 0 17 May 2023
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition Rushuang Zhou Weishan Ye Zhiguo Zhang Yanyang Luo Li Zhang Linling Li G. Huang Yining Dong Yuan Zhang Zhen Liang 68 9 0 27 Mar 2023
Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation Zhong Yuan Zhenkun Wang Genghui Li OOD 72 1 0 05 Dec 2022
Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 91 9 0 10 Nov 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 68 13 0 07 Nov 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 98 4 0 26 Sep 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning Ganqu Cui Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 67 99 0 18 Mar 2022
Prompt-Learning for Short Text Classification Yi Zhu Xinke Zhou Jipeng Qiang Yun Li Yunhao Yuan Xindong Wu VLM 69 36 0 23 Feb 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer Yinyi Wei Tong Mo Yong Jiang Weiping Li Wen Zhao VLM 126 15 0 14 Jan 2022
CLLD: Contrastive Learning with Label Distance for Text Classification Jinhe Lan Qingyuan Zhan Chenhao Jiang Kunping Yuan Desheng Wang VLM 64 2 0 25 Oct 2021
Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning Hongru Wang Zhijing Jin Jiarun Cao Gabriel Pui Cheong Fung Kam-Fai Wong 34 3 0 13 Oct 2021
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging Hongru Wang Zezhong Wang Gabriel Pui Cheong Fung Kam-Fai Wong OffRL CLL 100 10 0 26 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 95 159 0 24 Aug 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Dong Wang Ning Ding Pijian Li Haitao Zheng AAML 68 118 0 01 Jul 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 177 863 0 14 Jun 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 106 533 0 24 May 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 112 239 0 16 May 2021