🧠 Welcome to ARK Lab
Welcome to the Advancing Reasoning and Knowledge (ARK) Lab, led by Professor Seo Yeon Park in the Department of Computer Science & Engineering, College of Computing at Hanyang University ERICA.
ARK is a Natural Language Processing (NLP) research lab dedicated to advancing the foundations of reliable and structured reasoning in large language models and AI systems.
📝Note for Prospective Applicants
Interested students are warmly encouraged to reach out to us. Office is located in Engineering Building III, Room #509. Please schedule an appointment in advance via email at seoyeonpark[at]hanyang.ac.kr
We welcome motivated individuals who are passionate about AI and NLP and eager to engage in rigorous research.
Applicants should have completed a course in deep learning or possess a foundation in deep learning concepts, including model training and neural networks.
If you are enthusiastic about advancing reliable and structured AI reasoning, we look forward to hearing from you 😄
How can we build AI systems that reason reliably, transparently, and efficiently in complex real-world environments?
What architectural and training principles are necessary to create artificial agents capable of robust, logically coherent, and context-aware reasoning?
How can we transform Large Language Models (LLMs) from passive text generators into actively controlled reasoning systems?
How can we align the internal representations of LLMs with logically sound reasoning processes?
3. Reliable & Efficient AI
How can we preserve reasoning-critical capabilities while making LLMs efficient and deployable?