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Publications

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
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
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
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
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
DOI: 10.5281/zenodo.3632928

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
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
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
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
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
DOI: 10.1016/j.ipm.2019.102084