Song, Yifan

Can Generative Pre-trained Transformers (GPT) Pass Assessments in Higher Education Programming Courses?

Savelka, J., Agarwal, A., Bogart, C., Song, Y., & Sakr, M. (2023) · Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1

Teaching and Learning ProgrammingArtificial Intelligence in Education

Cited by 109

Calibrating Factual Knowledge in Pretrained Language Models

Dong, Q., Dai, D., Song, Y., Xu, J., Sui, Z., & Li, L. (2022) · Findings of the Association for Computational Linguistics: EMNLP 2022

Topic ModelingMultimodal Machine Learning Applications

Cited by 39

Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement

Xiong, W., Song, Y., Zhao, X., Wu, W., Wang, X., Wang, K., Li, C., Peng, W., & Li, S. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 8

Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents

Song, Y., Yin, D., Yue, X., Huang, J., Li, S., & Lin, B. Y. (2024) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 2