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1506.07650
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Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling
25 June 2015
Kun Xu
Yansong Feng
Songfang Huang
Dongyan Zhao
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Papers citing
"Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling"
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A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers
ACM Computing Surveys (ACM Comput. Surv.), 2023
Xiaoyan Zhao
Yang Deng
Min Yang
Lingzhi Wang
Rui Zhang
Hong Cheng
W. Lam
Ying Shen
Ruifeng Xu
KELM
347
97
0
03 Jun 2023
SpanRE: Entities and Overlapping Relations Extraction Based on Spans and Entity Attention
Hao Zhang
189
0
0
06 Apr 2023
Multilingual Entity and Relation Extraction from Unified to Language-specific Training
Zixiang Wang
Jian Yang
Tongliang Li
Jiaheng Liu
Ying Mo
Jiaqi Bai
Longtao He
Zhoujun Li
247
5
0
11 Jan 2023
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Peiyi Wang
Yifan Song
Tianyu Liu
Binghuai Lin
Yunbo Cao
Sujian Li
Zhifang Sui
CLL
SLR
171
31
0
10 Oct 2022
Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction
Guoshun Nan
Guoqing Luo
Sicong Leng
Yao Xiao
Wei Lu
264
8
0
11 Sep 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2021
Shengfei Lyu
Xingyu Wu
Jinlong Li
Qiuju Chen
Huanhuan Chen
289
5
0
19 May 2021
Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting
Weiming Hu
G. Cervone
George Young
L. D. Monache
121
2
0
08 Mar 2021
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer
Po-Ting Lai
Zhiyong Lu
MedIm
250
60
0
11 Jan 2021
Deep Neural Network Based Relation Extraction: An Overview
Hailin Wang
Ke Qin
R. Zakari
Guoming Lu
Jin Yin
173
85
0
06 Jan 2021
Discourse-level Relation Extraction via Graph Pooling
I-Hung Hsu
Xiaoyu Guo
Premkumar Natarajan
Nanyun Peng
GNN
AI4CE
357
12
0
01 Jan 2021
Low-Resource Adaptation of Neural NLP Models
Farhad Nooralahzadeh
155
0
0
09 Nov 2020
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network
International Conference on Information and Knowledge Management (CIKM), 2020
Shuqing Bian
Xu Chen
Wayne Xin Zhao
Kun Zhou
Yupeng Hou
Yang Song
Tao Zhang
Ji-Rong Wen
171
51
0
25 Sep 2020
Semantic Relations and Deep Learning
Vivi Nastase
Stan Szpakowicz
GNN
280
0
0
11 Sep 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction
Guoshun Nan
Zhijiang Guo
Ivan Sekulić
Wei Lu
370
300
0
13 May 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
264
147
0
07 Apr 2020
Cross-Lingual Adaptation Using Universal Dependencies
Nasrin Taghizadeh
Heshaam Faili
247
6
0
24 Mar 2020
Leveraging Dependency Forest for Neural Medical Relation Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Linfeng Song
Yue Zhang
D. Gildea
Mo Yu
Zhiguo Wang Jinsong Su
Jinsong Su
MedIm
210
35
0
11 Nov 2019
Graph Representation Learning: A Survey
APSIPA Transactions on Signal and Information Processing (APSIPA TSIP), 2019
Fenxiao Chen
Yun Cheng Wang
Sijin Yu
C.-C. Jay Kuo
GNN
AI4TS
134
249
0
03 Sep 2019
BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction
Natural Language Processing and Chinese Computing (NLPCC), 2019
Weipéng Huáng
Xingyi Cheng
Taifeng Wang
Wei Chu
161
32
0
16 Aug 2019
REflex: Flexible Framework for Relation Extraction in Multiple Domains
Geeticka Chauhan
Matthew B. A. McDermott
Peter Szolovits
304
12
0
19 Jun 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Christoph Alt
Marc Hübner
Leonhard Hennig
193
131
0
19 Jun 2019
Attention Guided Graph Convolutional Networks for Relation Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Zhijiang Guo
Yan Zhang
Wei Lu
GNN
329
447
0
18 Jun 2019
Improving Relation Extraction by Pre-trained Language Representations
Conference on Automated Knowledge Base Construction (AKBC), 2019
Christoph Alt
Marc Hübner
Leonhard Hennig
VLM
164
94
0
07 Jun 2019
Global Textual Relation Embedding for Relational Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Zhiyu Zoey Chen
Hanwen Zha
Honglei Liu
Wenhu Chen
Xifeng Yan
Yu-Chuan Su
NAI
108
4
0
03 Jun 2019
A General Framework for Information Extraction using Dynamic Span Graphs
Yi Luan
Aman Rangapur
Luheng He
A. Shah
Mari Ostendorf
Hannaneh Hajishirzi
228
332
0
05 Apr 2019
Relation extraction between the clinical entities based on the shortest dependency path based LSTM
Dhanachandra Ningthoujam
S. Yadav
P. Bhattacharyya
Asif Ekbal
79
21
0
24 Mar 2019
A Walk-based Model on Entity Graphs for Relation Extraction
Fenia Christopoulou
Makoto Miwa
Sophia Ananiadou
GNN
200
103
0
19 Feb 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers
Haoyu Wang
Ming Tan
Mo Yu
Shiyu Chang
Dakuo Wang
Kun Xu
Xiaoxiao Guo
Saloni Potdar
ViT
193
102
0
04 Feb 2019
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing
Joohong Lee
Sang-gyu Seo
Y. Choi
209
119
0
23 Jan 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
146
71
0
27 Dec 2018
Multi-labeled Relation Extraction with Attentive Capsule Network
Xinsong Zhang
Pengshuai Li
Weijia Jia
Zhao Hai
126
72
0
11 Nov 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
Yuhao Zhang
Peng Qi
Christopher D. Manning
GNN
308
779
0
26 Sep 2018
Convolutional Gated Recurrent Units for Medical Relation Classification
Bin He
Y. Guan
Rui Dai
MedIm
107
13
0
29 Jul 2018
Syntactic Dependency Representations in Neural Relation Classification
Farhad Nooralahzadeh
Lilja Øvrelid
NAI
93
2
0
28 May 2018
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning
Pengda Qin
Weiran Xu
William Yang Wang
140
233
0
24 May 2018
Classifying medical relations in clinical text via convolutional neural networks
Bin He
Y. Guan
Rui Dai
105
66
0
17 May 2018
Composite Semantic Relation Classification
Siamak Barzegar
André Freitas
Siegfried Handschuh
Brian Davis
43
4
0
16 May 2018
SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers
International Workshop on Semantic Evaluation (SemEval), 2018
Farhad Nooralahzadeh
Lilja Øvrelid
Jan Tore Lønning
103
16
0
24 Apr 2018
Joint entity recognition and relation extraction as a multi-head selection problem
Expert systems with applications (ESWA), 2018
Giannis Bekoulis
Johannes Deleu
Thomas Demeester
Chris Develder
222
394
0
20 Apr 2018
ClaiRE at SemEval-2018 Task 7 - Extended Version
Lena Hettinger
Alexander Dallmann
Albin Zehe
Thomas Niebler
Andreas Hotho
81
1
0
16 Apr 2018
QA4IE: A Question Answering based Framework for Information Extraction
Lin Qiu
Hao Zhou
Yanru Qu
Weinan Zhang
Suoheng Li
Shunlin Rong
Dongyu Ru
Lihua Qian
Kewei Tu
Yong Yu
202
21
0
10 Apr 2018
Stochastic Learning of Nonstationary Kernels for Natural Language Modeling
S. Garg
Greg Ver Steeg
Aram Galstyan
112
7
0
11 Jan 2018
Structure Regularized Bidirectional Recurrent Convolutional Neural Network for Relation Classification
Ji Wen
131
8
0
06 Nov 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs
Transactions of the Association for Computational Linguistics (TACL), 2017
Nanyun Peng
Hoifung Poon
Chris Quirk
Kristina Toutanova
Anuj Kumar
216
526
0
12 Aug 2017
Composing Distributed Representations of Relational Patterns
Sho Takase
Naoaki Okazaki
Kentaro Inui
CoGe
133
11
0
23 Jul 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
Annual Meeting of the Association for Computational Linguistics (ACL), 2017
Suncong Zheng
Feng Wang
Hongyun Bao
Yuexing Hao
P. Zhou
Bo Xu
3DV
201
681
0
07 Jun 2017
Global Relation Embedding for Relation Extraction
Yu-Chuan Su
Honglei Liu
Semih Yavuz
Izzeddin Gur
Huan Sun
Xifeng Yan
140
29
0
19 Apr 2017
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
Ji Young Lee
Franck Dernoncourt
Peter Szolovits
GNN
116
37
0
05 Apr 2017
A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features
Fei Li
Meishan Zhang
Guohong Fu
Tao Qian
Donghong Ji
107
30
0
27 Aug 2016
Learning Semantically and Additively Compositional Distributional Representations
Annual Meeting of the Association for Computational Linguistics (ACL), 2016
Ran Tian
Naoaki Okazaki
Kentaro Inui
CoGe
132
19
0
08 Jun 2016
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