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97        <h1>Yahui Liu</h1>
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99
100      
101      <position style="font-size:1.10rem;">Ph.D. Student</position>
102      <br>
103      
104      <a href="https://www.suda.edu.cn" rel="noopener">
105        <autocolor>Soochow University</autocolor>
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107      <br>
108      <email>[email protected]</email>
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146      <div style="text-align: right;"><a href="/zh/">中文</a></div>
147
148<p>👋 Hi, my name is <strong>Yahui Liu (刘亚慧)</strong>.</p>
149
150<ul>
151  <li>🎓 I am a Ph.D. student at <a href="https://github.com/SUDA-LA">SUDA-HLT</a>, Soochow University.</li>
152  <li>👨‍🏫 I am co-advised by <a href="https://web.suda.edu.cn/zhli13/">Prof. Zhenghua Li</a> and <a href="https://zhangminsuda.github.io/cn_homepage/">Prof. Min Zhang</a>.</li>
153  <li>🌱 My research focuses on natural language processing, especially syntax and semantics, semantic role labeling, frame semantic parsing, corpus construction, and annotation data quality.</li>
154  <li>🧐 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.</li>
155</ul>
156
157<h3 id="publications">Publications</h3>
158
159<ul>
160  <li>
161    <p><strong>LLM-assisted Data Quality Improvement: SRL as a Case Study</strong> <br />
162Lijie Wang†, <em><strong>Yahui Liu†</strong>, Yue Zhang, Zhenghua Li</em> <br />
163<strong>EMNLP 2026 (CCF-B, Findings)</strong> <br />
164[Co-first author (first-listed student author)] <br />
165<a href="https://openreview.net/pdf?id=bsyVC0QmjB"><img src="https://img.shields.io/badge/paper-68b88e.svg?style=flat" alt="paper" /></a>
166<a href="https://github.com/yahui19960717/POS_AED.git"><img src="https://img.shields.io/badge/code-68b88e.svg?style=flat&amp;logo=github" alt="be organizing" /></a></p>
167  </li>
168  <li>
169    <p><strong>Annotation Error Detection in Painstakingly Annotated Data: Part-of-Speech Tagging as a Case Study</strong> <br />
170<em><strong>Yahui Liu</strong>, Zhenghua Li, Chen Gong, Shilin Zhou, Min Zhang</em> <br />
171<strong>ESWA 2025 (SCI Q1, CAS Q1)</strong> <br />
172<a href="https://www.sciencedirect.com/science/article/pii/S0957417425019931"><img src="https://img.shields.io/badge/paper-68b88e.svg?style=flat" alt="paper" /></a>
173<a href="https://www.sciencedirect.com/science/article/pii/S0957417425019931?via%3Dihub"><img src="https://img.shields.io/badge/bib-68b88e.svg?style=flat" alt="bib" /></a>
174<a href="https://github.com/yahui19960717/POS_AED.git"><img src="https://img.shields.io/badge/code-68b88e.svg?style=flat&amp;logo=github" alt="github" /></a></p>
175  </li>
176  <li>
177    <p><strong>MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset</strong> <br />
178<em><strong>Yahui Liu</strong>, Haoping Yang, Chen Gong, Qingrong Xia, Zhenghua Li, Min Zhang</em> <br />
179<strong>NAACL 2022 (CCF-B)</strong> <br />
180<a href="https://aclanthology.org/2022.naacl-main.123/"><img src="https://img.shields.io/badge/paper-68b88e.svg?style=flat" alt="paper" /></a>
181<a href="https://aclanthology.org/2022.naacl-main.123.bib"><img src="https://img.shields.io/badge/bib-68b88e.svg?style=flat" alt="bib" /></a>
182<a href="https://github.com/suda-la/mucpad"><img src="https://img.shields.io/badge/code-68b88e.svg?style=flat&amp;logo=github" alt="github" /></a></p>
183  </li>
184  <li>
185    <p><strong>A Lightweight Annotation Guideline of Chinese Semantic Role Labeling</strong> <br />
186<em><strong>Yahui Liu</strong>, Haoping Yang, Zhenghua Li, Min Zhang</em> <br />
187<strong>Journal of Chinese Information Processing, 2020 (in Chinese, CCF-T1)</strong> <br />
188<a href="http://jcip.cipsc.org.cn/CN/Y2020/V34/I4/10"><img src="https://img.shields.io/badge/paper-68b88e.svg?style=flat" alt="paper" /></a></p>
189  </li>
190</ul>
191
192<h3 id="evaluation-reports">Evaluation Reports</h3>
193
194<ul>
195  <li>
196    <p><strong>System Report for CCL25-Eval Task 2: Enhanced Chinese Frame Semantic Parsing with Pre-trained Model and Linguistic Features</strong> <br />
197<em><strong>Yahui Liu</strong>, Ziheng Qiao, Chen Gong, Min Zhang</em> <br />
198<strong>CCL 2025</strong> <br />
199<a href="https://aclanthology.org/2025.ccl-2.5.pdf"><img src="https://img.shields.io/badge/paper-68b88e.svg?style=flat" alt="paper" /></a>
200<a href="https://aclanthology.org/2025.ccl-2.5.bib"><img src="https://img.shields.io/badge/bib-68b88e.svg?style=flat" alt="bib" /></a>
201<a href="https://github.com/yahui19960717/CCL-2025-CFN"><img src="https://img.shields.io/badge/code-68b88e.svg?style=flat&amp;logo=github" alt="github" /></a></p>
202  </li>
203  <li>
204    <p><strong>System Report for CCL24-Eval Task 1: Leveraging LLMs for Chinese Frame Semantic Parsing</strong> <br />
205<em><strong>Yahui Liu</strong>, Chen Gong, Min Zhang</em> <br />
206<strong>CCL 2024</strong> <br />
207<a href="https://aclanthology.org/2024.ccl-3.3.pdf"><img src="https://img.shields.io/badge/paper-68b88e.svg?style=flat" alt="paper" /></a>
208<a href="https://aclanthology.org/2024.ccl-3.3.bib"><img src="https://img.shields.io/badge/bib-68b88e.svg?style=flat" alt="bib" /></a>
209<a href="https://github.com/yahui19960717/CCL2024-CFSP-LLM"><img src="https://img.shields.io/badge/code-68b88e.svg?style=flat&amp;logo=github" alt="github" /></a></p>
210  </li>
211  <li>
212    <p><strong>System Report for CCL23-Eval Task 3: SUDA CFSP System</strong> <br />
213<em><strong>Yahui Liu</strong>, Zhenghua Li, Min Zhang</em> <br />
214<strong>CCL 2023</strong> <br />
215<a href="https://aclanthology.org/2023.ccl-3.9.pdf"><img src="https://img.shields.io/badge/paper-68b88e.svg?style=flat" alt="paper" /></a>
216<a href="https://aclanthology.org/2023.ccl-3.8.bib"><img src="https://img.shields.io/badge/bib-68b88e.svg?style=flat" alt="bib" /></a>
217<a href="https://github.com/yahui19960717/CFN-FINETUNE"><img src="https://img.shields.io/badge/code-68b88e.svg?style=flat&amp;logo=github" alt="github" /></a></p>
218  </li>
219</ul>
220
221<h3 id="competition">Competition</h3>
222
223<ul>
224  <li>
225    <p><strong>🥈 <a href="/assets/img/2025cclcfsp.pdf">Second Prize</a> in the <a href="http://cips-cl.org/static/CCL2025/cclEval/taskResults/index.html">CCL 2025</a> Task 2: The Third Chinese Frame Semantic Parsing</strong> <br />
226<em>2/156, 2025.08</em></p>
227  </li>
228  <li>
229    <p><strong>🏆 <a href="/assets/img/2024cclcfsp.pdf">First Prize</a> in the <a href="http://cips-cl.org/static/CCL2024/cclEval/taskEvaluation/index.html">CCL 2024</a> Task 1: The Second Chinese Frame Semantic Parsing</strong> <br />
230<em>Open Track, 1/79, 2024.07</em></p>
231  </li>
232  <li>
233    <p><strong>🥉 <a href="/assets/img/2023cclcfsp.pdf">Third Prize</a> in the <a href="http://cips-cl.org/static/CCL2023/cclEval/taskResults/index.html">CCL 2023</a> Task 3: Chinese Frame Semantic Parsing</strong> <br />
234<em>3/21, 2023.08</em></p>
235  </li>
236</ul>
237
238<h3 id="projects">Projects</h3>
239
240<ul>
241  <li>
242    <p><strong>Chinese semantic resource construction.</strong> 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.</p>
243  </li>
244  <li>
245    <p><strong>AI interactive entertainment project-Tenure-Track Simulator.</strong> 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 <a href="https://wortou.ai/">wortou.ai</a>.</p>
246  </li>
247</ul>
248
249<h3 id="funded-projects">Funded Projects</h3>
250
251<ul>
252  <li>
253    <p><strong>Knowledge-driven Chinese network text dependency syntax analysis</strong>, National Natural Science Foundation of China (61876116), 2019.01-2022.12, participant.</p>
254  </li>
255  <li>
256    <p><strong>Cross-domain Chinese sentence semantic analysis with multi-source knowledge</strong>, National Natural Science Foundation of China (62176173), 2022.01-2025.12, participant.</p>
257  </li>
258  <li>
259    <p><strong>Unified representation and analysis of word-level and sentence-level Chinese dependency structures</strong>, National Natural Science Foundation of China (62306202), 2024.12-present, participant.</p>
260  </li>
261  <li>
262    <p><strong>Correction and interpretation of complex Chinese text errors based on large language models</strong>, National Natural Science Foundation of China (62576237), 2025.12-present, participant.</p>
263  </li>
264</ul>
265
266<h3 id="teaching">Teaching</h3>
267
268<ul>
269  <li><strong>Teaching Assistant, Computational Linguistics</strong>, Soochow University.</li>
270</ul>
271
272<h3 id="service">Service</h3>
273
274<ul>
275  <li><strong>NICE International AI Academic Community.</strong> I participated in content communication and activity organization for AI/NLP talks and academic events. <a href="https://nice-intl.github.io/zh.html">NICE Homepage</a></li>
276</ul>
277
278<h3 id="education">Education</h3>
279
280<ul>
281  <li>
282    <p><strong>
282Ph.D. Student, Computer Science and Technology, Soochow University</strong> <br />
283<em>2020-present, advised by Prof. Zhenghua Li and Prof. Min Zhang</em></p>
284  </li>
285  <li>
286    <p><strong>M.S., Computer Science and Technology, Soochow University</strong> <br />
287<em>2018-2020, advised by Prof. Zhenghua Li and Prof. Min Zhang</em></p>
288  </li>
289  <li>
290    <p><strong>B.E., Computer Science and Technology, Shandong Agricultural University</strong> <br />
291<em>2014-2018</em></p>
292  </li>
293</ul>
294
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