CS 486-686 Research Papers and Articles

Paper Eval Template

paper-eval-template

Paper01

• ChainChain-of-Thought Prompting Elicits Reasoning in Large Language Models
  • Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, Denny Zhou
  • 2023
  • https://arxiv.org/abs/2201.11903
  • OpenReview.net
    • https://openreview.net/forum?id=_VjQlMeSB_J
  • Gemini DeepResearch

Paper02

• Retrieval-Augmented Generation for Large Language Models: A Survey
  • Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Meng Wang, Haofen Wang
  • 2024
  • https://arxiv.org/abs/2312.10997

Paper03

• Large Language Model Agent: A Survey on Methodology, Applications and Challenges
  • Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, Qingqing Long, Rongcheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chenwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin, Fan Zhang, Xian Wu, Hanqing Zhao, Dacheng Tao, Philip S. Yu, Ming Zhang
  • 2025
  • https://arxiv.org/abs/2503.21460