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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"
50 / 343 papers shown
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
263
147
0
07 Apr 2020
HIN: Hierarchical Inference Network for Document-Level Relation Extraction
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020
Hengzhu Tang
Yanan Cao
Zhenyu Zhang
Jiangxia Cao
Fang Fang
Zhiliang Tian
Pengfei Yin
105
134
0
28 Mar 2020
Deeper Task-Specificity Improves Joint Entity and Relation Extraction
Phil Crone
111
15
0
15 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Shaoxiong Ji
Shirui Pan
Xiaoshi Zhong
Pekka Marttinen
Philip S. Yu
1.1K
2,420
0
02 Feb 2020
Social Media Attributions in the Context of Water Crisis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Rupak Sarkar
Hirak Sarkar
Sayantan Mahinder
Ashiqur R. KhudaBukhsh
96
12
0
06 Jan 2020
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models
John Giorgi
Xindi Wang
Nicola Sahar
W. Shin
Gary D. Bader
Bo Wang
163
40
0
20 Dec 2019
Neural Simile Recognition with Cyclic Multitask Learning and Local Attention
AAAI Conference on Artificial Intelligence (AAAI), 2019
Jiali Zeng
Linfeng Song
Jinsong Su
Jun Xie
Wei Song
Jiebo Luo
151
24
0
19 Dec 2019
Uncovering Relations for Marketing Knowledge Representation
Somak Aditya
Atanu R. Sinha
258
2
0
18 Dec 2019
Effective Attention Modeling for Neural Relation Extraction
Conference on Computational Natural Language Learning (CoNLL), 2019
Tapas Nayak
Hwee Tou Ng
137
21
0
09 Dec 2019
Integrating Deep Learning with Logic Fusion for Information Extraction
AAAI Conference on Artificial Intelligence (AAAI), 2019
Wenya Wang
Sinno Jialin Pan
NAI
144
54
0
06 Dec 2019
Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision
AAAI Conference on Artificial Intelligence (AAAI), 2019
Trapit Bansal
Pat Verga
Neha Choudhary
Andrew McCallum
142
7
0
02 Dec 2019
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning
AAAI Conference on Artificial Intelligence (AAAI), 2019
Daojian Zeng
Haoran Zhang
Qianying Liu
225
198
0
24 Nov 2019
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction
AAAI Conference on Artificial Intelligence (AAAI), 2019
Tapas Nayak
Hwee Tou Ng
3DV
138
256
0
22 Nov 2019
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
TENER: Adapting Transformer Encoder for Named Entity Recognition
Hang Yan
Bocao Deng
Xiaonan Li
Xipeng Qiu
261
297
0
10 Nov 2019
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
AAAI Conference on Artificial Intelligence (AAAI), 2019
Amir Pouran Ben Veyseh
Franck Dernoncourt
Dejing Dou
Thien Huu Nguyen
244
42
0
05 Nov 2019
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Tuan Ngo Nguyen
Franck Dernoncourt
Thien Huu Nguyen
113
5
0
04 Nov 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Jian Ni
Radu Florian
319
27
0
31 Oct 2019
Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service
International Conference on Machine Learning and Applications (ICMLA), 2019
Parminder Bhatia
B. Celikkaya
Mohammed Khalilia
Selvan Senthivel
157
57
0
15 Oct 2019
Improving Relation Extraction with Knowledge-attention
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Pengfei Li
K. Mao
Xuefeng Yang
Qi Li
HAI
193
35
0
07 Oct 2019
Type-aware Convolutional Neural Networks for Slot Filling
Journal of Artificial Intelligence Research (JAIR), 2019
Heike Adel
Hinrich Schütze
100
6
0
01 Oct 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Zhanming Jie
Wei Lu
172
107
0
23 Sep 2019
Jointly Learning Entity and Relation Representations for Entity Alignment
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yuting Wu
Xiao Liu
Yansong Feng
Zheng Wang
Dongyan Zhao
249
175
0
20 Sep 2019
Span-based Joint Entity and Relation Extraction with Transformer Pre-training
European Conference on Artificial Intelligence (ECAI), 2019
Markus Eberts
A. Ulges
LRM
ViT
509
438
0
17 Sep 2019
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Xiang Deng
Huan Sun
150
16
0
13 Sep 2019
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Jiasi Chen
Richong Zhang
Yongyi Mao
Ziqiao Wang
Jie Xu
NoLa
BDL
145
10
0
12 Sep 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
237
184
0
10 Sep 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Aman Rangapur
Ulme Wennberg
Yi Luan
Hannaneh Hajishirzi
358
653
0
08 Sep 2019
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
Zhepei Wei
Jianlin Su
Yue Wang
Yuan Tian
Yi-Ju Chang
3DV
259
18
0
07 Sep 2019
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Marco Maggini
G. Marra
S. Melacci
Andrea Zugarini
213
15
0
06 Sep 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Rujun Han
Qiang Ning
Nanyun Peng
NAI
AI4TS
280
130
0
02 Sep 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Fenia Christopoulou
Makoto Miwa
Sophia Ananiadou
155
213
0
31 Aug 2019
Learning to Infer Entities, Properties and their Relations from Clinical Conversations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Nan Du
Mingqiu Wang
Linh Tran
Gang Li
Izhak Shafran
LRM
154
35
0
30 Aug 2019
Neural Snowball for Few-Shot Relation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2019
Tianyu Gao
Xu Han
Ruobing Xie
Zhiyuan Liu
Fen Lin
Leyu Lin
Maosong Sun
202
84
0
29 Aug 2019
Jointly Modeling Hierarchical and Horizontal Features for Relational Triple Extraction
Zhepei Wei
Yantao Jia
Yuan Tian
Mohammad Javad Hosseini
Sujian Li
Mark Steedman
Yi-Ju Chang
134
0
0
23 Aug 2019
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019
Kui Xue
Yangming Zhou
Zhiyuan Ma
Tong Ruan
Huanhuan Zhang
Ping He
199
99
0
21 Aug 2019
Fine-grained Sentiment Analysis with Faithful Attention
Ruiqi Zhong
Steven Shao
Kathleen McKeown
238
52
0
19 Aug 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
X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Mostafa Abdou
Cezar Sas
Rahul Aralikatte
Isabelle Augenstein
Anders Søgaard
138
10
0
14 Aug 2019
Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning
Journal of Biomedical Informatics (JBI), 2019
Surabhi Datta
Yuqi Si
Laritza M. Rodriguez
S. E. Shooshan
Dina Demner-Fushman
Kirk Roberts
MedIm
176
36
0
13 Aug 2019
Syntax-aware Neural Semantic Role Labeling
AAAI Conference on Artificial Intelligence (AAAI), 2019
Qingrong Xia
Zhenghua Li
Min Zhang
Meishan Zhang
Guohong Fu
Rui Wang
Luo Si
NAI
131
42
0
22 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks
Linfeng Song
GNN
165
1
0
13 Jul 2019
Improving Neural Relation Extraction with Implicit Mutual Relations
IEEE International Conference on Data Engineering (ICDE), 2019
Jun Kuang
Yixin Cao
Jianbing Zheng
Xiangnan He
Ming Gao
Aoying Zhou
AI4TS
139
23
0
08 Jul 2019
Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Amir Pouran Ben Veyseh
Thien Huu Nguyen
Dejing Dou
87
12
0
07 Jul 2019
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Wei Ye
Bo Li
Rui Xie
Zhonghao Sheng
Long Chen
Shikun Zhang
138
37
0
21 Jun 2019
REflex: Flexible Framework for Relation Extraction in Multiple Domains
Geeticka Chauhan
Matthew B. A. McDermott
Peter Szolovits
304
12
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
326
447
0
18 Jun 2019
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Sunil Kumar Sahu
Fenia Christopoulou
Makoto Miwa
Sophia Ananiadou
GNN
127
205
0
11 Jun 2019
Parallel Scheduled Sampling
Daniel Duckworth
Arvind Neelakantan
Ben Goodrich
Lukasz Kaiser
Samy Bengio
173
24
0
11 Jun 2019
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Masashi Yoshikawa
Hiroshi Noji
K. Mineshima
D. Bekki
3DV
138
4
0
05 Jun 2019
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