Deep Understanding of Patient Experience of Healthcare from Social Media

Project Information

DeepPatient

Grant agreement ID: 794196

DOI

10.3030/794196

Project closed

EC signature date 28 March 2018

Start date 1 September 2018

End date 31 August 2020

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 183 454,80

EU contribution

€ 183 454,80

Coordinated by

UNIVERSITY OF WARWICK
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (5)

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

Author(s): Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 3707-3717
Publisher: 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

Author(s): Bin Liang; Rongdi Yin; Lin Gui; Jiacheng Du; Ruifeng Xu
Published in: Proceedings of the 27th International Conference on Computational Linguistics, 2020
Publisher: Association for Computational Linguistics
DOI: 10.5281/zenodo.4147291

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

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

A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis

Author(s): Chuang Fan; Hongyu Yan; Jiachen Du; Lin Gui; Lidong Bing; Min Yang; Ruifeng Xu; Ruibin Mao
Published in: EMNLP/IJCNLP (1), Issue 1, 2019
Publisher: Association for Computational Linguistics
DOI: 10.5281/zenodo.3632942

Neural Topic Model with Reinforcement Learning

Author(s): Lin Gui; Jia Leng; Gabriele Pergola; Yu Zhou; Ruifeng Xu; Yulan He
Published in: EMNLP/IJCNLP (1), Issue 5, 2019
Publisher: 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

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

Commonsense Knowledge Enhanced Memory Network for Stance Classification

Author(s): Jiachen Du, Lin Gui, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria
Published in: IEEE Intelligent Systems, Issue 35/4, 2020, Page(s) 102-109, ISSN 1541-1672
Publisher: 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

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

Ensemble with estimation: seeking for optimization in class noisy data

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

TDAM: A topic-dependent attention model for sentiment analysis

Author(s): Gabriele Pergola, Lin Gui, Yulan He
Published in: Information Processing & Management, Issue 56/6, 2019, Page(s) 102084, ISSN 0306-4573
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ipm.2019.102084