Published several papers including 'Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey', 'Chinese Spelling Correction: A Comprehensive Survey of Progress, Challenges, and Opportunities', etc.
Research Experience
Member of CogAI Group; involved in multiple research projects such as knowledge editing for large language models, multimodal intent recognition, etc.
Education
Ph.D., University of Science and Technology of China (USTC)
Background
Research Interests: Natural Language Processing (NLP) and Text Data Mining. Main research areas include fine-grained semantic representation learning, knowledge-guided semantic transfer, and domain adaptation in NLP. Currently researching how to imbue large language models with more human-like knowledge and reduce their resource consumption.
Miscellany
Mentor for Master's students; Personal homepage: https://skylerhallinan.com/; Related links: GitHub, DBLP Page, Google Scholar; Email: kkzhang08@ustc.edu.cn and kkzhang0808@gmail.com; Affiliation: School of Computer Science and Technology, School of Data Science @ USTC; State Key Laboratory of Cognitive Intelligence; Anhui Province Key Laboratory of Big Data Analysis and Application.