Deep Understanding of Patient Experience of Healthcare from Social Media

Informazioni relative al progetto

DeepPatient

ID dell’accordo di sovvenzione: 794196

DOI 10.3030/794196

Progetto chiuso

Data della firma CE 28 Marzo 2018

Data di avvio 1 Settembre 2018

Data di completamento 31 Agosto 2020

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale € 183 454,80

Contributo UE € 183 454,80

Coordinato da

UNIVERSITY OF WARWICK
United Kingdom

Pubblicazioni

Conference proceedings (5)

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

Autori: Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 3707-3717
Editore: 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

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

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

Autori: Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Yulan He, Ruifeng Xu
Pubblicato in: Proceedings of the 29th ACM International Conference on Information & Knowledge Management, 2020, Pagina/e 825-834, ISBN 9781450368599
Editore: ACM
DOI: 10.1145/3340531.3411868

A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis

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

Neural Topic Model with Reinforcement Learning

Autori: Lin Gui; Jia Leng; Gabriele Pergola; Yu Zhou; Ruifeng Xu; Yulan He
Pubblicato in: EMNLP/IJCNLP (1), Numero 5, 2019
Editore: 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

Autori: Lin Gui, Leng Jia, Jiyun Zhou, Ruifeng Xu, Yulan He
Pubblicato in: IEEE Transactions on Knowledge and Data Engineering, 2020, Pagina/e 1-1, ISSN 1041-4347
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TKDE.2020.2999489

Commonsense Knowledge Enhanced Memory Network for Stance Classification

Autori: Jiachen Du, Lin Gui, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria
Pubblicato in: IEEE Intelligent Systems, Numero 35/4, 2020, Pagina/e 102-109, ISSN 1541-1672
Editore: 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

Autori: Zhou, Jiyun; Lu, Qin; Gui, Lin; Xu, Ruifeng; Long, Yunfei; Wang, Hongpeng
Pubblicato in: Bioinformatics, 2019, Pagina/e 5067–5077, ISSN 1367-4803
Editore: Oxford University Press
DOI: 10.5281/zenodo.3632960

Ensemble with estimation: seeking for optimization in class noisy data

Autori: Ruifeng Xu, Zhiyuan Wen, Lin Gui, Qin Lu, Binyang Li, Xizhao Wang
Pubblicato in: International Journal of Machine Learning and Cybernetics, Numero 11/2, 2020, Pagina/e 231-248, ISSN 1868-8071
Editore: Springer Science + Business Media
DOI: 10.1007/s13042-019-00969-8

TDAM: A topic-dependent attention model for sentiment analysis

Autori: Gabriele Pergola, Lin Gui, Yulan He
Pubblicato in: Information Processing & Management, Numero 56/6, 2019, Pagina/e 102084, ISSN 0306-4573
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.ipm.2019.102084