Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 2024

  1. Distilling Algorithmic Reasoning from LLMs via Explaining Solution Programs
    [Details] [PDF]
    Jierui Li and Ray Mooney
    preprint, April 2024.
  2. CAPE: Corrective Actions from Precondition Errors using Large Language Models
    [Details] [PDF]
    Shreyas Sundara Raman, Vanya Cohen, Ifrah Idrees, Eric Rosen, Raymond Mooney, Stefanie Tellex, and David Paulius
    In International Conference on Robotics and Automation (ICRA), May 2024.
  3. Sparse Meets Dense: A Hybrid Approach to Enhance Scientific Document Retrieval
    [Details] [PDF]
    Priyanka Mandikal, Raymond Mooney
    In The 4th Workshop on Scientific Document Understanding, AAAI, February 2024.