Deep Understanding of Patient Experience of Healthcare from Social Media

Informations projet

DeepPatient

N° de convention de subvention: 794196

DOI 10.3030/794196

Projet clôturé

Date de signature de la CE 28 Mars 2018

Date de début 1 Septembre 2018

Date de fin 31 Août 2020

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total € 183 454,80

Contribution de l’UE € 183 454,80

Coordonné par

UNIVERSITY OF WARWICK
United Kingdom

Publications

Conference proceedings (5)

Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction

Auteurs: Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu
Publié dans: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 3707-3717
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.342

Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis

Auteurs: Bin Liang; Rongdi Yin; Lin Gui; Jiacheng Du; Ruifeng Xu
Publié dans: Proceedings of the 27th International Conference on Computational Linguistics, 2020
Éditeur: Association for Computational Linguistics
DOI: 10.5281/zenodo.4147291

Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis

Auteurs: Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Yulan He, Ruifeng Xu
Publié dans: Proceedings of the 29th ACM International Conference on Information & Knowledge Management, 2020, Page(s) 825-834, ISBN 9781450368599
Éditeur: ACM
DOI: 10.1145/3340531.3411868

A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis

Auteurs: Chuang Fan; Hongyu Yan; Jiachen Du; Lin Gui; Lidong Bing; Min Yang; Ruifeng Xu; Ruibin Mao
Publié dans: EMNLP/IJCNLP (1), Numéro 1, 2019
Éditeur: Association for Computational Linguistics
DOI: 10.5281/zenodo.3632942

Neural Topic Model with Reinforcement Learning

Auteurs: Lin Gui; Jia Leng; Gabriele Pergola; Yu Zhou; Ruifeng Xu; Yulan He
Publié dans: EMNLP/IJCNLP (1), Numéro 5, 2019
Éditeur: Association for Computational Linguistics
DOI: 10.5281/zenodo.3632928

Peer reviewed articles (5)

Multi-Task Learning with Mutual Learning for Joint Sentiment Classification and Topic Detection

Auteurs: Lin Gui, Leng Jia, Jiyun Zhou, Ruifeng Xu, Yulan He
Publié dans: IEEE Transactions on Knowledge and Data Engineering, 2020, Page(s) 1-1, ISSN 1041-4347
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TKDE.2020.2999489

Commonsense Knowledge Enhanced Memory Network for Stance Classification

Auteurs: Jiachen Du, Lin Gui, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria
Publié dans: IEEE Intelligent Systems, Numéro 35/4, 2020, Page(s) 102-109, ISSN 1541-1672
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MIS.2020.2983497

MTTFsite: cross-cell type TF binding site prediction by using multi-task learning

Auteurs: Zhou, Jiyun; Lu, Qin; Gui, Lin; Xu, Ruifeng; Long, Yunfei; Wang, Hongpeng
Publié dans: Bioinformatics, 2019, Page(s) 5067–5077, ISSN 1367-4803
Éditeur: Oxford University Press
DOI: 10.5281/zenodo.3632960

Ensemble with estimation: seeking for optimization in class noisy data

Auteurs: Ruifeng Xu, Zhiyuan Wen, Lin Gui, Qin Lu, Binyang Li, Xizhao Wang
Publié dans: International Journal of Machine Learning and Cybernetics, Numéro 11/2, 2020, Page(s) 231-248, ISSN 1868-8071
Éditeur: Springer Science + Business Media
DOI: 10.1007/s13042-019-00969-8

TDAM: A topic-dependent attention model for sentiment analysis

Auteurs: Gabriele Pergola, Lin Gui, Yulan He
Publié dans: Information Processing & Management, Numéro 56/6, 2019, Page(s) 102084, ISSN 0306-4573
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.ipm.2019.102084