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1908.06267
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Message Passing Attention Networks for Document Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2019
17 August 2019
Giannis Nikolentzos
A. Tixier
Michalis Vazirgiannis
GNN
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Papers citing
"Message Passing Attention Networks for Document Understanding"
25 / 25 papers shown
Graph Neural Networks on Discriminative Graphs of Words
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Michalis Vazirgiannis
267
2
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DocNet: Semantic Structure in Inductive Bias Detection Models
Jessica Zhu
Iain Cruickshank
Michel Cukier
307
0
0
16 Jun 2024
Reconstructing training data from document understanding models
Jérémie Dentan
Arnaud Paran
A. Shabou
AAML
SyDa
253
3
0
05 Jun 2024
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge
Yuxi Han
Jihe Wang
Danghui Wang
251
1
0
29 May 2024
Graph Neural Machine: A New Model for Learning with Tabular Data
Giannis Nikolentzos
Siyun Wang
J. Lutzeyer
Michalis Vazirgiannis
216
3
0
05 Feb 2024
BHGNN-RT: Network embedding for directed heterogeneous graphs
Xiyang Sun
F. Komaki
200
1
0
24 Nov 2023
Supervised Attention Using Homophily in Graph Neural Networks
International Conference on Artificial Neural Networks (ICANN), 2023
Michail Chatzianastasis
Giannis Nikolentzos
Michalis Vazirgiannis
GNN
252
0
0
11 Jul 2023
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks?
M. Bugueño
Gerard de Melo
AI4CE
194
4
0
23 May 2023
Graph Neural Networks for Text Classification: A Survey
Artificial Intelligence Review (AIR), 2023
Kunze Wang
Yihao Ding
S. Han
FaML
GNN
378
55
0
23 Apr 2023
Predicting multiple sclerosis disease severity with multimodal deep neural networks
Kai Zhang
J. Lincoln
Xiaoqian Jiang
E. Bernstam
Shayan Shams
106
5
0
08 Apr 2023
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Niels van der Heijden
Ekaterina Shutova
H. Yannakoudakis
301
0
0
25 Jan 2023
Hawk: An Industrial-strength Multi-label Document Classifier
Natural Language Processing Journal (JNLP), 2023
Arshad Javeed
221
2
0
15 Jan 2023
Detecting Backdoors in Deep Text Classifiers
Youyan Guo
Jun Wang
Trevor Cohn
SILM
175
1
0
11 Oct 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics
International Conference on Computational Linguistics (COLING), 2022
Zihao Wang
Jiaheng Dou
Yong Zhang
OT
158
6
0
05 Oct 2022
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification
International Conference on Pattern Recognition (ICPR), 2022
Kunze Wang
S. Han
Josiah Poon
GNN
209
50
0
01 Jun 2022
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Qiuhao Lu
Thien Huu Nguyen
Dejing Dou
165
25
0
19 Dec 2021
NLP Research and Resources at DaSciM, Ecole Polytechnique
Hadi Abdine
Yanzhu Guo
Moussa Kamal Eddine
Giannis Nikolentzos
Stamatis Outsios
Guokan Shang
Christos Xypolopoulos
Michalis Vazirgiannis
AI4CE
103
0
0
01 Dec 2021
A Survey and Empirical Evaluation of Parallel Deep Learning Frameworks
Daniel Nichols
Siddharth Singh
Shuqing Lin
A. Bhatele
OOD
240
11
0
09 Nov 2021
Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices
The Web Conference (WWW), 2021
Puja Trivedi
Ekdeep Singh Lubana
Yujun Yan
Yaoqing Yang
Danai Koutra
176
58
0
05 Nov 2021
Graph-Guided Network for Irregularly Sampled Multivariate Time Series
International Conference on Learning Representations (ICLR), 2021
Xiang Zhang
M. Zeman
Theodoros Tsiligkaridis
Marinka Zitnik
MLAU
AI4TS
363
151
0
11 Oct 2021
Re-evaluating Word Mover's Distance
International Conference on Machine Learning (ICML), 2021
Ryoma Sato
M. Yamada
H. Kashima
415
25
0
30 May 2021
Dynamic Neural Networks: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yizeng Han
Gao Huang
Shiji Song
Le Yang
Honghui Wang
Yulin Wang
3DH
AI4TS
AI4CE
514
818
0
09 Feb 2021
Transfer Graph Neural Networks for Pandemic Forecasting
G. Panagopoulos
Giannis Nikolentzos
Michalis Vazirgiannis
308
9
0
10 Sep 2020
Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in France
Paul Boniol
G. Panagopoulos
Christos Xypolopoulos
Rajaa El Hamdani
David Restrepo Amariles
Michalis Vazirgiannis
255
14
0
11 Jun 2020
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks
Yufeng Zhang
Xueli Yu
Zeyu Cui
Shu Wu
Zhongzheng Wen
Liang Wang
GNN
209
324
0
22 Apr 2020
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