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Heterogeneous Supervision for Relation Extraction: A Representation
  Learning Approach
v1v2 (latest)

Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach

1 July 2017
Liyuan Liu
Xiang Ren
Qi Zhu
Shi Zhi
Huan Gui
Heng Ji
Jiawei Han
ArXiv (abs)PDFHTML

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
CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision
Dyah Adila
Shuai Zhang
Boran Han
Bonan Min
Yuyang Wang
26
0
0
17 Jun 2025
Distantly-Supervised Joint Extraction with Noise-Robust Learning
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
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data
Yufei Li
Xiao Yu
Yanchi Liu
Haifeng Chen
Cong Liu
UQCVSSL
62
7
0
05 May 2023
Binary Classification with Positive Labeling Sources
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
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
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
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
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification
Chengyu Wang
Minghui Qiu
Jun Huang
Xiaofeng He
VLMKELM
104
13
0
25 Feb 2020
Improving Distant Supervised Relation Extraction by Dynamic Neural
  Network
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
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
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
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
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
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
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
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision
Qi Zhang
Siliang Tang
Xiang Ren
Leilei Gan
Shiliang Pu
Yueting Zhuang
OffRL
29
0
0
17 Apr 2019
Cross-relation Cross-bag Attention for Distantly-supervised Relation
  Extraction
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
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
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
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
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web
Colin Lockard
Xin Luna Dong
Arash Einolghozati
Prashant Shiralkar
72
65
0
12 Apr 2018
Empower Sequence Labeling with Task-Aware Neural Language Model
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
121
342
0
13 Sep 2017
Global Relation Embedding for Relation Extraction
Global Relation Embedding for Relation Extraction
Yu-Chuan Su
Honglei Liu
Semih Yavuz
Izzeddin Gur
Huan Sun
Xifeng Yan
59
29
0
19 Apr 2017
1