Reinforcement Learning for Relation Classification from Noisy Data

24 August 2018

Papers citing "Reinforcement Learning for Relation Classification from Noisy Data"

41 / 41 papers shown

Title
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng 18 4 0 16 Jun 2023
Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction Qi Sun Kun Huang Xiaocui Yang Pengfei Hong Kun Zhang Soujanya Poria 19 8 0 18 May 2023
Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections Ming Jiang Jennifer D'Souza Sören Auer J. S. Downie 19 7 0 03 May 2023
A Transferable and Automatic Tuning of Deep Reinforcement Learning for Cost Effective Phishing Detection Orel Lavie A. Shabtai Gilad Katz AAML OffRL 24 1 0 19 Sep 2022
Improving Distantly Supervised Relation Extraction by Natural Language Inference Kang Zhou Qiao Qiao Yuepei Li Qi Li 18 8 0 31 Jul 2022
Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation Lei Guo Jinyu Zhang Tong Chen Xinhua Wang Hongzhi Yin 16 43 0 16 Jun 2022
Relational Representation Learning in Visually-Rich Documents Xin Li Yan Zheng Yiqing Hu H. Cao Yunfei Wu Deqiang Jiang Yinsong Liu Bo Ren 18 12 0 05 May 2022
NC-DRE: Leveraging Non-entity Clue Information for Document-level Relation Extraction Li Zhang Yidong Cheng 11 2 0 01 Apr 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan Ruidan He Lidong Bing Hwee Tou Ng 24 97 0 21 Mar 2022
CorefDRE: Document-level Relation Extraction with coreference resolution Zhongxuan Xue Rongzhen Li Qizhu Dai Zhong Jiang 15 7 0 22 Feb 2022
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning Zhao Zhang Fuzhen Zhuang Hengshu Zhu Chao Li Hui Xiong Qing He Yongjun Xu 15 12 0 11 Nov 2021
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction Yuxin Xiao Zecheng Zhang Yuning Mao Carl Yang Jiawei Han RALM AI4TS 18 47 0 24 Sep 2021
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction Jian Cheng Tian Zhang Shuang Zhang Huimin Ren Guo-Ding Yu Xiliang Zhang Shangce Gao Lianbo Ma 27 16 0 27 Jun 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training Ruotian Ma Tao Gui Linyang Li Qi Zhang Yaqian Zhou Xuanjing Huang 22 28 0 22 Jun 2021
Document-level Relation Extraction as Semantic Segmentation Ningyu Zhang Xiang Chen Xin Xie Shumin Deng Chuanqi Tan Mosha Chen Fei Huang Luo Si Huajun Chen ViT 22 182 0 07 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 36 103 0 01 Jun 2021
Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs Tianming Liang Yang Liu Xiaoyan Liu Hao Zhang Gaurav Sharma Maozu Guo 29 22 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 21 31 0 20 May 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors Fenia Christopoulou Makoto Miwa Sophia Ananiadou 32 20 0 16 Apr 2021
Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan Min Peng Yiyang Zhang GNN 27 3 0 15 Mar 2021
Reinforcement Learning based Collective Entity Alignment with Adaptive Features Weixin Zeng Xiang Zhao Jiuyang Tang Xuemin Lin Paul Groth 16 55 0 05 Jan 2021
InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction Zhendong Chu Haiyun Jiang Yanghua Xiao Wei Wang 16 8 0 17 Dec 2020
Reinforced Multi-Teacher Selection for Knowledge Distillation Fei Yuan Linjun Shou J. Pei Wutao Lin Ming Gong Yan Fu Daxin Jiang 13 121 0 11 Dec 2020
Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction Yixin Cao Jun Kuang Ming Gao Aoying Zhou Yonggang Wen Tat-Seng Chua 33 21 0 27 Nov 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 23 223 0 29 Sep 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 32 18 0 14 Sep 2020
Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces Yatin Nandwani Deepanshu Jindal Mausam Parag Singla 16 13 0 27 Aug 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 27 132 0 07 Apr 2020
Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA Xianpei Han Zhichun Wang Jiangtao Zhang Qinghua Wen Wenqi Li ... Guilin Qi Lei Zou Sen Hu Minhao Zhang Yinnian Lin 16 16 0 09 Mar 2020
Weak Supervision for Fake News Detection via Reinforcement Learning Yaqing Wang Weifeng Yang Fenglong Ma Jin Xu Bin Zhong Qiang Deng Jing Gao OffRL 22 128 0 28 Dec 2019
Improving Neural Relation Extraction with Positive and Unlabeled Learning Zhengqiu He Wenliang Chen Yuyi Wang Wei Zhang Guanchu Wang Min Zhang SSL AI4TS 17 17 0 28 Nov 2019
Towards Understanding Gender Bias in Relation Extraction Andrew Gaut Tony Sun Shirlyn Tang Yuxin Huang Jing Qian ... Jieyu Zhao Diba Mirza E. Belding Kai-Wei Chang William Yang Wang FaML 22 40 0 09 Nov 2019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction Xu Han Tianyu Gao Yuan Yao Deming Ye Zhiyuan Liu Maosong Sun KELM VLM 24 149 0 28 Sep 2019
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction Xiang Deng Huan Sun 17 16 0 13 Sep 2019
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions Zhiquan Ye Zhenhua Ling 12 125 0 30 Mar 2019
Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction Yujin Yuan Liyuan Liu Siliang Tang Zhongfei Zhang Yueting Zhuang Shiliang Pu Fei Wu Xiang Ren 19 65 0 27 Dec 2018
A Hierarchical Framework for Relation Extraction with Reinforcement Learning Ryuichi Takanobu Tianyang Zhang Jiexi Liu Minlie Huang 27 223 0 09 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 Y. Yao Zhiyuan Liu Maosong Sun SLR 19 601 0 24 Oct 2018
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network Qi Wang Jiahui Qiu Yangming Zhou Tong Ruan Daqi Gao Ju Gao 16 10 0 18 Jul 2018
Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training Xu Han Zhiyuan Liu Maosong Sun 17 16 0 28 May 2018
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016