About Me
I am currently a research assistant at the Institute of Computing and Intelligence, Harbin Institute of Technology (Shenzhen).
My research interests lie in the areas of Sentiment Analysis (SA), Multi-Agent (MA), Retrieval-Augmented Generation (RAG) and Multimodal (e.g. speech). Recently, I focus on the augmentation and application of Large Language Models (LLMs).
If you are interested in any aspect of my research, I would be delighted to discuss potential collaborations.
Education
- 2021.09 - 2024.03, M.Eng. in Computer Technology, Tianjin University. Co-advised by Dr. Yueheng Sun and Dr. Meishan Zhang.
- 2017.09 - 2021.06, B.Eng. in Intelligence Science and Technology, Central South University.
Experience
- 2024.06 - now, Visting Student, State Key Lab of CAD&CG, Zhejiang University.
- 2023.10 - now, Research Assistant, Institute of Computing and Intelligence, Harbin Institute of Technology (Shenzhen). Co-advised by Dr. Meishan Zhang and Dr. Min Zhang.
- 2023.04 - 2023.10, Research Intern, Enterprise Intelligence Business Division, Alibaba Group Holding Limited.
Selected Publications
* Equal Contribution.
Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification.
Huiyao Chen*, Yu Zhao*, Zulong Chen, Mengjia Wang, Liangyue Li, Meishan Zhang, Min Zhang.
In Transactions of the Association for Computational Linguistics (TACL), 2024. [code] [cite]Semantic Role Labeling from Chinese Speech via End-to-End Learning.
Huiyao Chen*, Xinxin Li*, Meishan Zhang, Min Zhang.
In Findings of the Association for Computational Linguistics (ACL), 2024. [code] [cite]LLM-Driven Multimodal Opinion Expression Identification.
Bonian Jia*, Huiyao Chen*, Yueheng Sun, Meishan Zhang, Min Zhang.
In 25th Interspeech Conference (INTERSPEECH), 2024. [code] [cite]Automatic Noise Generation and Reduction for Text Classification.
Huiyao Chen, Yueheng Sun, Meishan Zhang, Min Zhang.
In IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2023. [code] [cite]
Service
Program Committee / Reviewer
- ACL 2023, EMNLP 2023 (external), TASLP
- ACL ARR
Awards
- 2021, Extraordinary Academic Scholarship of TJU.
- 2021, Outstanding Graduates in Hunan Province.
- 2020, Extraordinary Education Scholarship of ‘‘Shanhe Talent’’ (top 30 of 32000+).
- 2019, Outstanding Student Award for GEM’s Innovative Practices (top 50 of 32000+).