I am currently a researcher in Speech and Semantic Group of Huawei Noah's Ark Lab. Before that, I got my PhD from the department of Systems Engineering and Engineering Management (SEEM), The Chinese University of Hong Kong (CUHK) in 2020, under the supervision of Prof. Kam-Fai Wong. I got my B.S. degree from the department of Computer Science and Technology, University of Science and Technology of China (USTC) in 2016.
My research interests include Natural Language Processing (NLP), Social Media Analysis, Recommender Systems and Speech Translation. I currently work on developing models for Speech Translation, including Offline Speech Translation, Simultaneous Speech Translation and Multilingual Speech Translation. Any discussions about them are welcomed!
I have served as program committee member of ACL, EMNLP, NAACL, AACL, AAAI, IJCAI, etc.
If you are interested in Research-oriented internship in Huawei Noah's Ark Lab (Location: Shenzhen, Hong Kong), please email me your CV.
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations
Lingzhi Wang, Xingshan Zeng, and Kam-Fai Wong. ACL 2021 (short)
[arXiv]
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer
Xingshan Zeng, Liangyou Li, and Qun Liu. ACL 2021 Findings
[arXiv]
Dynamic Online Conversation Recommendation
Xingshan Zeng, Jing Li, Lu Wang, Zhiming Mao, and Kam-Fai Wong. ACL 2020
[PDF]
[Code&Data]
Neural Conversation Recommendation with Online Interaction Modeling
Xingshan Zeng, Jing Li, Lu Wang, and Kam-Fai Wong. EMNLP 2019
[PDF]
[Poster]
[Code&Data]
Joint Effects of Context and User History for Predicting Online Conversation Re-entries
Xingshan Zeng, Jing Li, Lu Wang, and Kam-Fai Wong. ACL 2019
[PDF]
[Slides]
[Code&Data]
[arXiv]
Evaluation Campaign
IWSLT 2021 "Multilingual Speech Translation" Shared Task: System Report
Professional Experience
2021: PC member of ACL, EMNLP, NAACL, IJCAI, etc.
2020: PC member of ACL, AACL, AAAI, etc.
2019: PC member of EMNLP.
2018: PC member of EMNLP.
Teaching Assistance Experience
Data Structures: 2017 Spring
Information Technology Management (MSc Course): 2019 Spring, 2020 Spring
Information Systems Analysis and Design: 2018 Fall, 2019 Fall
Engineering Innovation and Entrepreneurship: 2016 Fall, 2017 Fall, 2018 Fall, 2020 Spring