Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs

24 May 2021

Papers citing "Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs"

28 / 28 papers shown

Title
Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction Kailong Hao Botao Yu Wei Hu 45 18 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 21 14 0 26 Jul 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors Fenia Christopoulou Makoto Miwa Sophia Ananiadou 75 20 0 16 Apr 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 120 21 0 27 Nov 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Yuncheng Hua Yuan-Fang Li Gholamreza Haffari Guilin Qi Tongtong Wu 65 36 0 29 Oct 2020
A Frustratingly Easy Approach for Entity and Relation Extraction Zexuan Zhong Danqi Chen 187 109 0 24 Oct 2020
Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention Yongqian Li Tao Shen Guodong Long Jing Jiang Dinesh Manocha Chengqi Zhang 32 16 0 08 Oct 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng Tianyu Gao Xu Han Yankai Lin Peng Li Zhiyuan Liu Maosong Sun Jie Zhou 53 201 0 05 Oct 2020
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction Tao Shen Guodong Long Tao Shen Dinesh Manocha Lina Yao Huan Huo Jing Jiang 45 77 0 27 Nov 2019
Are Noisy Sentences Useless for Distant Supervised Relation Extraction? Yu-Ming Shang NoLa 25 36 0 22 Nov 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 247 244 0 16 Oct 2019
Improving Neural Relation Extraction with Implicit Mutual Relations Jun Kuang Yixin Cao Jianbing Zheng Xiangnan He Ming Gao Aoying Zhou AI4TS 25 22 0 08 Jul 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction Christoph Alt Marc Hübner Leonhard Hennig 31 119 0 19 Jun 2019
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions Zhiquan Ye Zhenhua Ling 35 125 0 30 Mar 2019
Structured Minimally Supervised Learning for Neural Relation Extraction Fan Bai Alan Ritter NAI 36 11 0 29 Mar 2019
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks Ningyu Zhang Shumin Deng Zhanlin Sun Guanying Wang Xi Chen Wei Zhang Huajun Chen 25 196 0 04 Mar 2019
Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding Changsen Yuan Heyan Huang Chong Feng Xiao Liu Xiaochi Wei 25 33 0 22 Dec 2018
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information Shikhar Vashishth Rishabh Joshi Sai Suman Prayaga Chiranjib Bhattacharyya Partha P. Talukdar 45 229 0 11 Dec 2018
Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector Shanchan Wu Kai Fan Qiong Zhang 59 34 0 14 Nov 2018
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation Xu Han Hao Zhu Pengfei Yu Ziyun Wang Yuan Yao Zhiyuan Liu Maosong Sun SLR 39 605 0 24 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 821 93,936 0 11 Oct 2018
Reinforcement Learning for Relation Classification from Noisy Data Jun Feng Minlie Huang Li Zhao Yang Yang Xiaoyan Zhu NoLa 40 340 0 24 Aug 2018
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction Pengda Qin Weiran Xu William Yang Wang 57 156 0 24 May 2018
Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention Sharmistha Jat Siddhesh Khandelwal Partha P. Talukdar 30 119 0 19 Apr 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 292 19,902 0 30 Oct 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 362 15,066 0 07 Jun 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 41 830 0 14 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 409 28,795 0 09 Sep 2016