Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 2023

  1. SAGEViz: SchemA GEneration and Visualization
    [Details] [PDF]
    Sugam Devare, Mahnaz Koupaee, Gautham Gunapati, Sayontan Ghosh, Sai Vallurupalli, Yash Kumar Lal, Francis Ferraro, Nathanael Chambers, Greg Durrett, Raymond Mooney, Katrin Erk, Niranjan Balasubramanian
    In Empirical Methods in Natural Language Processing (EMNLP) Demo Track, December 2023.
  2. What is the Best Automated Metric for Text to Motion Generation?
    [Details] [PDF]
    Jordan Voas
    Masters Thesis, Department of Computer Science, UT Austin, Austin, TX, May 2023.
  3. What is the Best Automated Metric for Text to Motion Generation?
    [Details] [PDF] [Slides (PPT)] [Video]
    Jordan Voas, Yili Wang, Qixing Huang, Raymond Mooney
    In ACM SIGGRAPH Asia, December 2023.
  4. Explaining Competitive-Level Programming Solutions using LLMs
    [Details] [PDF] [Poster]
    Jierui Li, Szymon Tworkowski, Yingying Wu, Raymond Mooney
    In Association of Computational Linguistics (ACL), Natural Language Reasoning and Structured Explanations Workshop, July 2023.
  5. Using Planning to Improve Semantic Parsing of Instructional Texts
    [Details] [PDF] [Slides (PDF)]
    Vanya Cohen, Raymond Mooney
    Association of Computational Linguistics (ACL), Natural Language Reasoning and Structured Explanations Workshop, July 2023.
  6. Text-to-SQL Error Correction with Language Models of Code
    [Details] [PDF] [Poster]
    Ziru Chen, Shijie Chen, Michael White, Raymond Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun
    In Proceedings of the Association for Computational Linguistics (ACL), January 2023.
  7. Directly Optimizing Evaluation Metrics to Improve Text to Motion
    [Details] [PDF]
    Yili Wang
    Masters Thesis, Department of Computer Science, UT Austin, May 2023.
  8. Learning Deep Semantics for Test Completion
    [Details] [PDF] [Slides (PDF)]
    Pengyu Nie, Rahul Banerjee, Junyi Jessy Li, Raymond Mooney and Milos Gligoric
    International Conference on Software Engineering, May 2023.
  9. Using Both Demonstrations and Language Instructions to Efficiently Learn Robotic Tasks
    [Details] [PDF] [Video]
    Albert Yu, Raymond J. Mooney
    In International Conference on Learning Representations, May 2023.
  10. “Female Astronaut: Because sandwiches won’t make themselves up there!": Towards multi-modal misogyny detection in memes
    [Details] [PDF]
    Smriti Singh, Amritha Haridasan, Raymond Mooney
    Association of Computational Linguistics (ACL), Workshop on Online Abuse and Harms (WOAH), July 2023.