About Me
◇Nice to meet you! I'm a final-year student at The Hong Kong Polytechnic University (PolyU), double majoring in Linguistics and Artificial Intelligence. My research interests focus on how AI understands and applies human language. Outside of academics, I'm passionate about outdoor activities, writing, and playing music. I serve as first flute in the PolyU Orchestra and have performed at various music festivals and concerts. If we share similar interests, feel free to reach out—I would be glad to connect with you!
Education
◇The Hong Kong Polytechnic University
B.A. Linguistics & Translation
Secondary Major in Artificial Intelligence & Data Analytics
Publications
◇Pitch Elevation on Wh-Words in Cantonese Spontaneous Speech
Projects
◇IntEx-Bench: A Unified Evaluation Benchmark
Designed a 7,000+ entry multilingual benchmark with dual evaluation framework — zero-shot CoT for explicit reasoning and contextual embedding extraction for implicit representation. Developed Semantic Feature-CoT framework to enhance compound word interpretability.
Project Leader & First Author · Oct 2025 – Feb 2026Cognitive Processing in Healthy Aging — An EEG-fMRI Study
Extracted Surprisal and Entropy features from LLMs and aligned them with neuroimaging data to explore how computational linguistic indicators predict brain processing mechanisms across the lifespan.
Research Assistant · PolyU & HKU · Mar 2026 – PresentIntelligent Health Monitoring System (Multimodal LLMs)
Designed an elder care system integrating NLP, speech recognition, and computer vision. Advanced to Hong Kong Regional Finals of the China International College Students' Innovation Competition 2024.
Project Member · CUHK · May 2024 – Sep 2024Cantonese Spontaneous Speech Corpus & Phonetics Research
Analyzed 40K+ interrogative sentences from Common Voice and OpenSLR. Built automated pipeline for batch audio analysis using Python, Praat, and Montreal Forced Aligner. Applied Linear Mixed-Effects Models for statistical analysis.
Project Leader · PolyU & HIT (Shenzhen) · May 2025 – Dec 2025Mechanisms of LLMs in Processing Ambiguous Sentences
Constructed a 1,000+ Garden-path sentence dataset. Used Dependency-Trained Probes for deep syntactic analysis and minicons library for token-level log probability evaluation.
Research Assistant · PolyU · Aug 2025 – Dec 2025Teaching Plan Development Project of Techniques in Language Science Course
Contributed to the development and writing of the teaching plan for Techniques in Language Science (CBS4953), offered by the LST Department. Introduced interdisciplinary topics integrating cognitive linguistics with AI.
Student Assistant · PolyU · May 2025 – Jun 2025Beyond Research
◇First Flute — PolyU Orchestra
Tsinghua-PolyU joint concert soloist · HKGNA 2024 Music Festival
First Flute · 2023 – PresentVolunteer Teacher — Cambodia
Teaching AI tools & coding with Scratch and Google Teachable Machine
Volunteer Teacher · CambodiaSoutheast University Summer Research Camp
Completed studies, field trips, and research activities on economics, history, and culture at Southeast University
Jun 2024 – Jul 2024