Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention

19 April 2018

Papers citing "Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention"

29 / 29 papers shown

Title
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis Lin Yuan Jun Xu Honghao Gui Mengshu Sun Qing Cui Lei Liang Jun Zhou AI4CE 451 0 0 06 Feb 2025
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 155 1 0 18 Sep 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li Peng Wang Jiajun Liu Yikai Guo Ke Ji Ziyu Shang Zijie Xu LRM 98 10 0 27 Apr 2024
FGSI: Distant Supervision for Relation Extraction method based on Fine-Grained Semantic Information Cheng-Wei Sun Weidong Ji Guohui Zhou Hui Guo Zengxiang Yin Yuqi Yue 37 0 0 04 Feb 2023
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction Qin Dai Benjamin Heinzerling Kentaro Inui 57 6 0 02 Nov 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction Dongyang Li Taolin Zhang Nan Hu Chengyu Wang Xiaofeng He 66 28 0 27 Feb 2022
Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction Kailong Hao Botao Yu Wei Hu 66 21 0 05 Sep 2021
How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction Zikun Hu Yixin Cao Lifu Huang Tat-Seng Chua 46 14 0 26 Jul 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction Tao Chen Haizhou Shi Siliang Tang Zhigang Chen Leilei Gan Yueting Zhuang 61 56 0 21 Jun 2021
Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs Tianming Liang Yang Liu Xiaoyan Liu Hao Zhang Gaurav Sharma Maozu Guo 82 24 0 24 May 2021
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Tianyu Gao Xu Han Keyue Qiu Yuzhuo Bai Zhiyu Xie Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou ELM 82 31 0 20 May 2021
Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception Ridong Han Tao Peng Jiayu Han Hai Cui Lu Liu 58 9 0 18 May 2021
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction Abhyuday Bhartiya Kartikeya Badola Mausam 88 18 0 17 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 60 52 0 31 Mar 2021
Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings Despina Christou Grigorios Tsoumakas 80 39 0 01 Feb 2021
Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction Yixin Cao Jun Kuang Ming Gao Aoying Zhou Yonggang Wen Tat-Seng Chua 142 23 0 27 Nov 2020
Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction Tong Zhu Haitao Wang Junjie Yu Xiabing Zhou Wenliang Chen Wei Zhang Min Zhang 48 18 0 30 Oct 2020
RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching Jiadong Wang NoLa 56 0 0 27 Oct 2020
Distantly-Supervised Neural Relation Extraction with Side Information using BERT Johny Moreira Chaina Oliveira David Macêdo Cleber Zanchettin Luciano Barbosa 42 9 0 29 Apr 2020
Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction Yu-Ming Shang Heyan Huang Xin Sun Xian-Ling Mao 58 10 0 21 Apr 2020
Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction Yan Xiao Yaochu Jin Ran Cheng K. Hao 60 31 0 10 Mar 2020
Effective Attention Modeling for Neural Relation Extraction Tapas Nayak Hwee Tou Ng 72 20 0 09 Dec 2019
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue Gaurav Kumar Rishabh Joshi Jaspreet Singh Promod Yenigalla 68 7 0 04 Dec 2019
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction Tapas Nayak Hwee Tou Ng 3DV 87 236 0 22 Nov 2019
Neural Graph Embedding Methods for Natural Language Processing Shikhar Vashishth GNN 54 9 0 08 Nov 2019
Improving Neural Relation Extraction with Implicit Mutual Relations Jun Kuang Yixin Cao Jianbing Zheng Xiangnan He Ming Gao Aoying Zhou AI4TS 58 22 0 08 Jul 2019
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions Zhiquan Ye Zhenhua Ling 77 126 0 30 Mar 2019
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction Ningyu Zhang Shumin Deng Zhanlin Sun Xi Chen Wei Zhang Huajun Chen GNN 62 98 0 29 Dec 2018
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information Shikhar Vashishth Rishabh Joshi Sai Suman Prayaga Chiranjib Bhattacharyya Partha P. Talukdar 91 230 0 11 Dec 2018