Deep Understanding of Patient Experience of Healthcare from Social Media

Información del proyecto

DeepPatient

Identificador del acuerdo de subvención: 794196

DOI 10.3030/794196

Proyecto cerrado

Fecha de la firma de la CE 28 Marzo 2018

Fecha de inicio 1 Septiembre 2018

Fecha de finalización 31 Agosto 2020

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total € 183 454,80

Aportación de la UE € 183 454,80

Coordinado por

UNIVERSITY OF WARWICK
United Kingdom

Publicaciones

Conference proceedings (5)

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

Autores: Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu
Publicado en: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Página(s) 3707-3717
Editor: 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

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

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

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

A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis

Autores: Chuang Fan; Hongyu Yan; Jiachen Du; Lin Gui; Lidong Bing; Min Yang; Ruifeng Xu; Ruibin Mao
Publicado en: EMNLP/IJCNLP (1), Edición 1, 2019
Editor: Association for Computational Linguistics
DOI: 10.5281/zenodo.3632942

Neural Topic Model with Reinforcement Learning

Autores: Lin Gui; Jia Leng; Gabriele Pergola; Yu Zhou; Ruifeng Xu; Yulan He
Publicado en: EMNLP/IJCNLP (1), Edición 5, 2019
Editor: 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

Autores: Lin Gui, Leng Jia, Jiyun Zhou, Ruifeng Xu, Yulan He
Publicado en: IEEE Transactions on Knowledge and Data Engineering, 2020, Página(s) 1-1, ISSN 1041-4347
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TKDE.2020.2999489

Commonsense Knowledge Enhanced Memory Network for Stance Classification

Autores: Jiachen Du, Lin Gui, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria
Publicado en: IEEE Intelligent Systems, Edición 35/4, 2020, Página(s) 102-109, ISSN 1541-1672
Editor: 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

Autores: Zhou, Jiyun; Lu, Qin; Gui, Lin; Xu, Ruifeng; Long, Yunfei; Wang, Hongpeng
Publicado en: Bioinformatics, 2019, Página(s) 5067–5077, ISSN 1367-4803
Editor: Oxford University Press
DOI: 10.5281/zenodo.3632960

Ensemble with estimation: seeking for optimization in class noisy data

Autores: Ruifeng Xu, Zhiyuan Wen, Lin Gui, Qin Lu, Binyang Li, Xizhao Wang
Publicado en: International Journal of Machine Learning and Cybernetics, Edición 11/2, 2020, Página(s) 231-248, ISSN 1868-8071
Editor: Springer Science + Business Media
DOI: 10.1007/s13042-019-00969-8

TDAM: A topic-dependent attention model for sentiment analysis

Autores: Gabriele Pergola, Lin Gui, Yulan He
Publicado en: Information Processing & Management, Edición 56/6, 2019, Página(s) 102084, ISSN 0306-4573
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.ipm.2019.102084