I am a Ph.D student in Computer Science, 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

• 2025.03 - ongoing, Ph.D. Student in Computer Science, Harbin Institute of Technology (Shenzhen). Co-advised by Dr. Meishan Zhang and Dr. Min Zhang.
• 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 - 2024.09, Visting Student, State Key Lab of CAD&CG, Zhejiang University.
• 2023.10 - 2025.02, 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 Holding-Aicheng Technology-Enterprise.

Selected Publications

* Equal Contribution.

Preprints

1. Semantic Role Labeling: A Systematical Survey.
   Huiyao Chen, Meishan Zhang, Jing Li, Min Zhang, Lilja Øvrelid, Jan Hajič, Hao Fei.
   arXiv preprint, 2025.[Awesome-SRL]

Conference Papers

1. 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]

2. LLM-Driven Multimodal Opinion Expression Identification.
   Bonian Jia*, Huiyao Chen*, Yueheng Sun, Meishan Zhang, Min Zhang.
   In 25th Interspeech Conference (INTERSPEECH), 2024. [code] [cite]

Journal Articles

1. Dependency Scoring Learning and Corpus Boosting for Translation-Based Cross-Lingual Dependency Parsing.
   Huiyao Chen, Xin Zhang, Jing Chen, Meishan Zhang, Min Zhang.
   In ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2025. [code]

2. 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]

3. 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

• ICME2025, ACL 2023, EMNLP 2023 (external), TASLP, TALLIP
• 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+).