Limitations of LLMs

Slides

References

  1. ChatGPT is bullshitMichael Townsen Hicks, James Humphries, Joe Slater2024
  2. Large Language Models Cannot Self-Correct Reasoning YetJie Huang, Xinyun Chen, Swaroop Mishra, Huaixiu Steven Zheng, Adams Wei Yu, Xinying Song, Denny Zhou2023
  3. Dissociating language and thought in large language modelsKyle Mahowald, Anna A. Ivanova, Idan A. Blank, Nancy Kanwisher, Joshua B. Tenenbaum, etal.2023
  4. Physics of Language Models: Part 1, Learning Hierarchical Language StructuresZeyuan Allen-Zhu, Yuanzhi Li2023