Yahui Liu
π Hi, my name is Yahui Liu (εδΊζ §).
- π I am a Ph.D. student at SUDA-HLT, Soochow University.
- π¨βπ« I am co-advised by Prof. Zhenghua Li and Prof. Min Zhang.
- π± My research focuses on natural language processing, especially syntax and semantics, semantic role labeling, frame semantic parsing, corpus construction, and annotation data quality.
- π§ I am interested in building reliable linguistic resources and robust NLP methods for syntax and semantic analysis. I am also exploring LLM-assisted programming and human-AI collaborative creation for interactive content generation, including vibe-coding games developed by the Tenure-Track Simulator team.
Publications
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LLM-assisted Data Quality Improvement: SRL as a Case Study
Lijie Wangβ , Yahui Liuβ , Yue Zhang, Zhenghua Li
EMNLP 2026 (CCF-B, Findings)
[Co-first author (first-listed student author)]
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Annotation Error Detection in Painstakingly Annotated Data: Part-of-Speech Tagging as a Case Study
Yahui Liu, Zhenghua Li, Chen Gong, Shilin Zhou, Min Zhang
ESWA 2025 (SCI Q1, CAS Q1)
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MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset
Yahui Liu, Haoping Yang, Chen Gong, Qingrong Xia, Zhenghua Li, Min Zhang
NAACL 2022 (CCF-B)
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A Lightweight Annotation Guideline of Chinese Semantic Role Labeling
Yahui Liu, Haoping Yang, Zhenghua Li, Min Zhang
Journal of Chinese Information Processing, 2020 (in Chinese, CCF-T1)
Evaluation Reports
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System Report for CCL25-Eval Task 2: Enhanced Chinese Frame Semantic Parsing with Pre-trained Model and Linguistic Features
Yahui Liu, Ziheng Qiao, Chen Gong, Min Zhang
CCL 2025
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System Report for CCL24-Eval Task 1: Leveraging LLMs for Chinese Frame Semantic Parsing
Yahui Liu, Chen Gong, Min Zhang
CCL 2024
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System Report for CCL23-Eval Task 3: SUDA CFSP System
Yahui Liu, Zhenghua Li, Min Zhang
CCL 2023
Competition
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π₯ Second Prize in the CCL 2025 Task 2: The Third Chinese Frame Semantic Parsing
2/156, 2025.08 -
π First Prize in the CCL 2024 Task 1: The Second Chinese Frame Semantic Parsing
Open Track, 1/79, 2024.07 -
π₯ Third Prize in the CCL 2023 Task 3: Chinese Frame Semantic Parsing
3/21, 2023.08
Projects
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Chinese semantic resource construction. I participated in projects on Chinese predicate-argument analysis and cross-domain semantic parsing, contributing to annotation guideline design, corpus construction, data quality control, and evaluation.
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AI interactive entertainment project-Tenure-Track Simulator. As a core member of Tenure-Track Simulator, I participated in platform testing, content iteration, community operation, and user feedback analysis for an LLM-based interactive entertainment product. More projects from our team can be found at wortou.ai.
Funded Projects
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Knowledge-driven Chinese network text dependency syntax analysis, National Natural Science Foundation of China (61876116), 2019.01-2022.12, participant.
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Cross-domain Chinese sentence semantic analysis with multi-source knowledge, National Natural Science Foundation of China (62176173), 2022.01-2025.12, participant.
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Unified representation and analysis of word-level and sentence-level Chinese dependency structures, National Natural Science Foundation of China (62306202), 2024.12-present, participant.
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Correction and interpretation of complex Chinese text errors based on large language models, National Natural Science Foundation of China (62576237), 2025.12-present, participant.
Teaching
- Teaching Assistant, Computational Linguistics, Soochow University.
Service
- NICE International AI Academic Community. I participated in content communication and activity organization for AI/NLP talks and academic events. NICE Homepage
Education
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Ph.D. Student, Computer Science and Technology, Soochow University
2020-present, advised by Prof. Zhenghua Li and Prof. Min Zhang -
M.S., Computer Science and Technology, Soochow University
2018-2020, advised by Prof. Zhenghua Li and Prof. Min Zhang -
B.E., Computer Science and Technology, Shandong Agricultural University
2014-2018