1.9k citations · 2.7k across the 13 of their papers we have counts for
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cs.CY2023★ 14 cited
What Should Data Science Education Do with Large Language Models?
Xinming Tu, James Zou, Weijie J. Su +1
The rapid advances of large language models (LLMs), such as ChatGPT, are revolutionizing data science and statistics. These state-of-the-art tools can streamline complex processes.…
cs.AI2023★ 24 cited
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
Xizhou Zhu, Yuntao Chen, Hao Tian +10
The captivating realm of Minecraft has attracted substantial research interest in recent years, serving as a rich platform for developing intelligent agents capable of functioning…
cs.LG2023
Reward Collapse in Aligning Large Language Models
Ziang Song, Tianle Cai, Jason D. Lee +1
The extraordinary capabilities of large language models (LLMs) such as ChatGPT and GPT-4 are in part unleashed by aligning them with reward models that are trained on human prefere…