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1707.00166
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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
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Papers citing
"Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach"
32 / 32 papers shown
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Distantly-Supervised Joint Extraction with Noise-Robust Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yufei Li
Xiao Yu
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331
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0
08 Oct 2023
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Xiao Yu
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Haifeng Chen
Cong Liu
UQCV
SSL
229
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05 May 2023
Binary Classification with Positive Labeling Sources
International Conference on Information and Knowledge Management (CIKM), 2022
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Yujing Wang
Yaming Yang
Yang Luo
Alexander Ratner
258
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02 Aug 2022
WRENCH: A Comprehensive Benchmark for Weak Supervision
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Yue Yu
Yinghao Li
Yujing Wang
Yaming Yang
Mao Yang
Alexander Ratner
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23 Sep 2021
Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning
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Hai Wang
Hunter Lang
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253
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27 Jul 2021
Knowledge Graph Anchored Information-Extraction for Domain-Specific Insights
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M. AnnervazK
Erin B. Wetherley
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Shubhashis Sengupta
Andy E. Fano
153
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18 Apr 2021
Locally-Contextual Nonlinear CRFs for Sequence Labeling
Harshil Shah
Tim Z. Xiao
David Barber
302
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30 Mar 2021
Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation
International Conference on Computational Linguistics (COLING), 2020
Woohwan Jung
Kyuseok Shim
166
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A Survey on Recent Advances in Sequence Labeling from Deep Learning Models
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Zanbo Wang
Wei Wei
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Sheng Jiang
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254
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0
13 Nov 2020
Knowledge Efficient Deep Learning for Natural Language Processing
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165
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28 Aug 2020
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification
AAAI Conference on Artificial Intelligence (AAAI), 2020
Chengyu Wang
Minghui Qiu
Yanjie Liang
Xiaofeng He
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276
16
0
25 Feb 2020
Improving Distant Supervised Relation Extraction by Dynamic Neural Network
Yanjie Gou
Yinjie Lei
Lingqiao Liu
Silong Yong
X. Peng
AI4TS
194
1
0
15 Nov 2019
Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders
Web Search and Data Mining (WSDM), 2019
Carl Yang
Jieyu Zhang
Haonan Wang
Sha Li
M. Kim
Matthew Walker
Yiou Xiao
Jiawei Han
211
48
0
04 Nov 2019
Learning from Explanations with Neural Execution Tree
International Conference on Learning Representations (ICLR), 2019
Ziqi Wang
Yujia Qin
Wenxuan Zhou
Jun Yan
Qinyuan Ye
Leonardo Neves
Zhiyuan Liu
Xiang Ren
LRM
336
41
0
04 Nov 2019
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Ouyu Lan
Xiao Huang
Bill Yuchen Lin
He Jiang
Liyuan Liu
Xiang Ren
SSL
207
31
0
09 Oct 2019
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy
European Conference on Artificial Intelligence (ECAI), 2019
Yu Bowen
Zhenyu Zhang
Jianlin Su
Yubin Wang
Tingwen Liu
Bin Wang
Sujian Li
371
186
0
10 Sep 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Bailin Wang
Wei Lu
185
39
0
03 Sep 2019
Structured Knowledge Discovery from Massive Text Corpus
Chenwei Zhang
146
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23 Jul 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction
Qinyuan Ye
Liyuan Liu
Maosen Zhang
Xiang Ren
206
19
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19 Apr 2019
Creative Procedural-Knowledge Extraction From Web Design Tutorials
Longqi Yang
Chen Fang
Hailin Jin
W. Chang
D. Estrin
124
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0
18 Apr 2019
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision
Tao Gui
Siliang Tang
Xiang Ren
Leilei Gan
Shiliang Pu
Yueting Zhuang
OffRL
160
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0
17 Apr 2019
Towards Time-Aware Distant Supervision for Relation Extraction
Tianwen Jiang
Sendong Zhao
Jing Liu
Jin-ge Yao
Ming-Yuan Liu
Bing Qin
Ting Liu
Chin-Yew Lin
125
1
0
08 Mar 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
179
71
0
27 Dec 2018
DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction
Shun Zheng
Xu Han
Yankai Lin
Fei He
Lu Chen
Ling Huang
Liang Li
Wenyuan Xu
172
2
0
06 Nov 2018
Neural Segmental Hypergraphs for Overlapping Mention Recognition
Bailin Wang
Wei Lu
GNN
234
148
0
03 Oct 2018
A Neural Transition-based Model for Nested Mention Recognition
Bailin Wang
Wei Lu
Yu Wang
Hongxia Jin
213
100
0
03 Oct 2018
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
Hai Wang
Hoifung Poon
UQCV
148
53
0
26 Aug 2018
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web
Colin Lockard
Xin Luna Dong
Arash Einolghozati
Prashant Shiralkar
183
68
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
297
351
0
13 Sep 2017
Global Relation Embedding for Relation Extraction
Yu-Chuan Su
Honglei Liu
Semih Yavuz
Izzeddin Gur
Huan Sun
Xifeng Yan
198
29
0
19 Apr 2017
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