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Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach

1 July 2017

Xiang Ren

Heng Ji

Papers citing "Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach"

23 / 23 papers shown

Title
CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision Dyah Adila Shuai Zhang Boran Han Bonan Min Yuyang Wang 28 0 0 17 Jun 2025
Distantly-Supervised Joint Extraction with Noise-Robust Learning Yufei Li Xiao Yu Yanghong Guo Yanchi Liu Haifeng Chen Cong Liu NoLa 68 2 0 08 Oct 2023
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data Yufei Li Xiao Yu Yanchi Liu Haifeng Chen Cong Liu UQCV SSL 62 7 0 05 May 2023
Binary Classification with Positive Labeling Sources Jieyu Zhang Yujing Wang Yaming Yang Yang Luo Alexander Ratner 69 5 0 02 Aug 2022
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 98 113 0 23 Sep 2021
Locally-Contextual Nonlinear CRFs for Sequence Labeling Harshil Shah Tim Z. Xiao David Barber 58 4 0 30 Mar 2021
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models Zhiyong He Zanbo Wang Wei Wei Shanshan Feng Xian-Ling Mao Sheng Jiang VLM 77 32 0 13 Nov 2020
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He VLM KELM 104 13 0 25 Feb 2020
Improving Distant Supervised Relation Extraction by Dynamic Neural Network Yanjie Gou Yinjie Lei Lingqiao Liu Pingping Zhang X. Peng AI4TS 51 1 0 15 Nov 2019
Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders Carl Yang Jieyu Zhang Haonan Wang Sha Li M. Kim Matthew Walker Yiou Xiao Jiawei Han 81 43 0 04 Nov 2019
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan Xiao Huang Bill Yuchen Lin He Jiang Liyuan Liu Xiang Ren SSL 60 30 0 09 Oct 2019
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy Yu Bowen Zhenyu Zhang Jianlin Su Yubin Wang Tingwen Liu Bin Wang Sujian Li 69 168 0 10 Sep 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities Bailin Wang Wei Lu 94 33 0 03 Sep 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction Qinyuan Ye Liyuan Liu Maosen Zhang Xiang Ren 78 18 0 19 Apr 2019
Creative Procedural-Knowledge Extraction From Web Design Tutorials Longqi Yang Chen Fang Hailin Jin W. Chang D. Estrin 21 3 0 18 Apr 2019
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision Qi Zhang Siliang Tang Xiang Ren Leilei Gan Shiliang Pu Yueting Zhuang OffRL 31 0 0 17 Apr 2019
Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction Yujin Yuan Liyuan Liu Siliang Tang Zhongfei Zhang Yueting Zhuang Shiliang Pu Leilei Gan Xiang Ren 82 67 0 27 Dec 2018
Neural Segmental Hypergraphs for Overlapping Mention Recognition Bailin Wang Wei Lu GNN 87 129 0 03 Oct 2018
A Neural Transition-based Model for Nested Mention Recognition Bailin Wang Wei Lu Yu Wang Hongxia Jin 87 95 0 03 Oct 2018
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision Hai Wang Hoifung Poon UQCV 68 53 0 26 Aug 2018
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web Colin Lockard Xin Luna Dong Arash Einolghozati Prashant Shiralkar 74 65 0 12 Apr 2018
Empower Sequence Labeling with Task-Aware Neural Language Model Liyuan Liu Jingbo Shang Frank F. Xu Xiang Ren Huan Gui Jian-wei Peng Jiawei Han 123 342 0 13 Sep 2017
Global Relation Embedding for Relation Extraction Yu-Chuan Su Honglei Liu Semih Yavuz Izzeddin Gur Huan Sun Xifeng Yan 61 29 0 19 Apr 2017