期刊论文、会议论文

Zhu, GX

英文

FOURTEENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, LAK 2024

2024

518–528

14th Annual International Conference on Learning Analytics and Knowledge (LAK) - Learning Analytics in the Age of Artificial Intelligence

LAK '24: Proceedings of the 14th Learning Analytics and Knowledge Conference

MAR 18-22, 2024

Kyoto, JAPAN

[Hou, Chenyu;Zhong, Tianlong] Nanyang Technol Univ, Singapore, Singapore.^[Zhu, Gaoxia;Ker, Chin Lee] Nanyang Technol Univ, Natl Inst Educ, Singapore, Singapore.^[Zheng, Juan;Li, Shan] Lehigh Univ, Bethlehem, PA USA.^[Zhang, Lishan] Cent China Normal Univ, Wuhan, Peoples R China.^[Huang, Xiaoshan] McGill Univ, Montreal, PQ, Canada.^[Du, Hanxiang] Western Washington Univ, Bellingham, WA USA.

1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES

ASSOC COMPUTING MACHINERY

979-8-4007-1618-8

10.1145/3636555.3636910

NTU Edex Teaching and Learning Grants [NTU EdeX 1/22 ZG]; National Natural Science Foundation of China [62377017]

本校为其他机构

GPT has demonstrated impressive capabilities in executing various natural language processing (NLP) and reasoning tasks, showcasing its potential for deductive coding in social annotations. This research explored the effectiveness of prompt engineering and fine-tuning approaches of GPT for deductive coding of context-dependent and context-independent dimensions. Coding context-dependent dimensions (i.e., Theorizing, Integration, Reflection) requires a contextualized understanding that connects the target comment with reading materials and previous comments, whereas coding context-independent d...