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End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures
5 January 2016
Makoto Miwa
Joey Tianyi Zhou
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Papers citing
"End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures"
43 / 343 papers shown
Joint entity recognition and relation extraction as a multi-head selection problem
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Thomas Demeester
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20 Apr 2018
ClaiRE at SemEval-2018 Task 7 - Extended Version
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Alexander Dallmann
Albin Zehe
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16 Apr 2018
GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification
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Luca Soldaini
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Nazli Goharian
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15 Apr 2018
Neural models of factuality
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Aaron Steven White
Benjamin Van Durme
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06 Apr 2018
Neural Architectures for Open-Type Relation Argument Extraction
Benjamin Roth
Costanza Conforti
Nina Poerner
Sanjeev Kumar Karn
Hinrich Schütze
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05 Mar 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction
North American Chapter of the Association for Computational Linguistics (NAACL), 2018
Pat Verga
Emma Strubell
Andrew McCallum
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28 Feb 2018
Truth Validation with Evidence
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15 Feb 2018
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
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Yanjun Qi
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13 Jan 2018
Stochastic Learning of Nonstationary Kernels for Natural Language Modeling
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Greg Ver Steeg
Aram Galstyan
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11 Jan 2018
SEE: Syntax-aware Entity Embedding for Neural Relation Extraction
Zhengqiu He
Wenliang Chen
Zhenghua Li
Meishan Zhang
Wei Zhang
Min Zhang
NAI
169
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11 Jan 2018
An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text
Suriyadeepan Ramamoorthy
Selvakumar Murugan
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02 Jan 2018
End-to-End Relation Extraction using Markov Logic Networks
Sachin Sharad Pawar
P. Bhattacharya
Girish Keshav Palshikar
51
8
0
04 Dec 2017
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text
Jingjing Xu
Ji Wen
Xu Sun
Qi Su
303
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19 Nov 2017
Structure Regularized Bidirectional Recurrent Convolutional Neural Network for Relation Classification
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131
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06 Nov 2017
Indirect Supervision for Relation Extraction using Question-Answer Pairs
Zeqiu Wu
Xiang Ren
Frank F. Xu
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Jiawei Han
151
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30 Oct 2017
Attending to All Mention Pairs for Full Abstract Biological Relation Extraction
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Emma Strubell
O. Shai
Andrew McCallum
3DV
132
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23 Oct 2017
An attentive neural architecture for joint segmentation and parsing and its application to real estate ads
Giannis Bekoulis
Johannes Deleu
T. Demeester
Chris Develder
153
30
0
27 Sep 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
217
526
0
12 Aug 2017
Multiple Range-Restricted Bidirectional Gated Recurrent Units with Attention for Relation Classification
Jonggu Kim
Jong-Hyeok Lee
118
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0
05 Jul 2017
Zero-Shot Relation Extraction via Reading Comprehension
Conference on Computational Natural Language Learning (CoNLL), 2017
Omer Levy
Minjoon Seo
Eunsol Choi
Luke Zettlemoyer
ReLM
243
770
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13 Jun 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
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07 Jun 2017
Universal Dependencies Parsing for Colloquial Singaporean English
Hongmin Wang
Yue Zhang
GuangYong Leonard Chan
Jie Yang
Hai Leong Chieu
130
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18 May 2017
Neural End-to-End Learning for Computational Argumentation Mining
Steffen Eger
Johannes Daxenberger
Iryna Gurevych
121
209
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20 Apr 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Diego Marcheggiani
Ivan Titov
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350
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14 Mar 2017
Information Extraction with Character-level Neural Networks and Free Noisy Supervision
Philipp Meerkamp
Zhengyi Zhou
102
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13 Dec 2016
Bidirectional Tree-Structured LSTM with Head Lexicalization
Zhiyang Teng
Yue Zhang
136
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21 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks
Kazuma Hashimoto
Caiming Xiong
Yoshimasa Tsuruoka
R. Socher
KELM
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05 Nov 2016
Contextual RNN-GANs for Abstract Reasoning Diagram Generation
Arna Ghosh
Viveka Kulharia
A. Mukerjee
Vinay P. Namboodiri
Joey Tianyi Zhou
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29 Sep 2016
Incorporating Relation Paths in Neural Relation Extraction
Wenyuan Zeng
Yankai Lin
Zhiyuan Liu
Maosong Sun
201
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23 Sep 2016
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances
F. Liu
Jinying Chen
Abhyuday N. Jagannatha
Hong-ye Yu
158
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26 Jun 2016
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015
Xu Yan
Lili Mou
Ge Li
Yunchuan Chen
Hao Peng
Zhi Jin
146
681
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15 Aug 2015
Bidirectional LSTM-CRF Models for Sequence Tagging
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Wenyuan Xu
Kai Yu
910
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09 Aug 2015
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling
Kun Xu
Yansong Feng
Songfang Huang
Dongyan Zhao
127
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25 Jun 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Neural Information Processing Systems (NeurIPS), 2015
Samy Bengio
Oriol Vinyals
Navdeep Jaitly
Noam M. Shazeer
993
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09 Jun 2015
Classifying Relations by Ranking with Convolutional Neural Networks
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Bing Xiang
Bowen Zhou
215
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24 Apr 2015
When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li
Thang Luong
Dan Jurafsky
Eduard H. Hovy
238
231
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28 Feb 2015
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification
Kazuma Hashimoto
Pontus Stenetorp
Makoto Miwa
Yoshimasa Tsuruoka
271
53
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28 Feb 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai
R. Socher
Christopher D. Manning
AIMat
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28 Feb 2015
Adam: A Method for Stochastic Optimization
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Diederik P. Kingma
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Curriculum Learning of Multiple Tasks
Computer Vision and Pattern Recognition (CVPR), 2014
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Christoph H. Lampert
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Learning to Execute
Wojciech Zaremba
Ilya Sutskever
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Distributed Representations of Words and Phrases and their Compositionality
Neural Information Processing Systems (NeurIPS), 2013
Tomas Mikolov
Ilya Sutskever
Kai Chen
G. Corrado
J. Dean
NAI
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Speech Recognition with Deep Recurrent Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013
Alex Graves
Abdel-rahman Mohamed
Geoffrey E. Hinton
505
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22 Mar 2013
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