I am a third-year Ph.D. student at CUHK Text Mining Group. My advisor is Prof. Wai Lam. Prior to joining in CUHK, I obtained my B.Eng. degree from School of Data and Computer Science, Sun Yat-Sen University in 2016. It’s my honor having worked with Prof. Yanghui Rao from SYSU, Dr. Chin-Yew Lin & Dr. Jing Liu from Microsoft Research Asia, Dr. Lidong Bing from Alibaba Damo Academy and Dr. Piji Li & Dr. Bei Shi from Tencent AI Lab.
You can contact me via email.
- Natural language text generation
- Deep learning and its application on natural language processing
Publications & Manuscripts [Google Scholar]
- Xin Li, Lidong Bing, Piji Li and Wai Lam. A Unified Model for Opinion Target Extraction and Target Sentiment Prediction. In AAAI 2019 (Full paper, poster). [arxiv][code][slides]
- Zheng Li, Ying Wei, Yu Zhang, Xiang Zhang, Xin Li and Qiang Yang. Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification. In AAAI 2019 (Full paper, oral). [arxiv][data]
- Xin Li, Lidong Bing, Wai Lam, Bei Shi. Transformation Networks for Target-Oriented Sentiment Classification. In ACL 2018 (Full paper, oral). [pdf][arxiv][dataset][code][slides][bibtex]
- Xin Li, Lidong Bing, Piji Li, Wai Lam, Zhimou Yang. Aspect Term Extraction with History Attention and Selective Transformation. In IJCAI 2018 (Full paper, oral). [pdf][arxiv][dataset][code][slides][bibtex]
- Xin Li, Wai Lam. Deep Multi-task Learning for Aspect Term Extraction with Memory Interaction. In EMNLP 2017 (Short paper, oral). [pdf][slides][bibtex]
- Xin Li, Haoran Xie, Yanghui Rao, Xuebo Liu, Tak-Lam Wong, Fu Lee Wang. Social Emotion Classification Based on Noise Aware Training. To appear in Data and Knowledge Engineering Journal (DKE Journal).
- Xuebo Liu, Shuang Ye, Xin Li, Yonghao Luo and Yanghui Rao. ZhihuRank: A Topic-Sensitive Expert Finding Algorithm in Community Question Answering Websites. In ICWL 2015 (_The 14th International Conference on Web-based Learning). [pdf] [slides]
Honors & Awards
- Jun 2016, Outstanding Graduates Awards, Sun Yat-Sen University.
- May 2016, Excellent Undergraduate Thesis award, Sun Yat-Sen University.
- Reviewer (or PC Member): EMNLP 2018, AAAI 2019
- Secondary Reviewer: CIKM 2017-2018, WSDM 2018, WWW 2018-2019, KDD 2018, NAACL 2018, ICDM 2018
Some Useful Notes & Links
- Playing basketball