BiographyI am a PhD student at EPFL NLP Group, working with Prof. Antoine Bosselut. I am interested in knowledge intensive natural language inference, understanding and generation, especially knowledge graph enhanced language modeling and its downstream applications such as conversational and narrative systems.
Previously, I was a research assistant in the CoAI Group at Tsinghua University, working with Prof. Minlie Huang. I also received my Bachelor's degree in Electronic Information Science and Technology at Tsinghua University, with my diploma thesis advisor Prof. Zhijian Ou.
|Silin Gao, Ryuichi Takanobu, Antoine Bosselut, Minlie Huang
IEEE/ACM TASLP (https://ieeexplore.ieee.org/document/9721127)
|End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management
|Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang
Findings of ACL-IJCNLP 2021 (https://aclanthology.org/2021.findings-acl.139/)
|HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management
|Silin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu
Proceedings of ACL 2020 (https://aclanthology.org/2020.acl-main.60/)
|Paraphrase Augmented Task-Oriented Dialog Generation
|Silin Gao, Zhijian Ou, Wei Yang, Huifang Xu
Proceedings of ICASSP 2020 (https://ieeexplore.ieee.org/abstract/document/9052929)
|Integrating Discrete and Neural Features Via Mixed-Feature Trans-Dimensional Random Field Language Models