Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: 2017

  1. Ensembling Visual Explanations for VQA
    [Details] [PDF] [Poster]
    Nazneen Fatema Rajani, Raymond J. Mooney
    In Proceedings of the NIPS 2017 workshop on Visually-Grounded Interaction and Language (ViGIL), December 2017.
  2. Distributional modeling on a diet: One-shot word learning from text only
    [Details] [PDF]
    Su Wang and Stephen Roller and Katrin Erk
    In In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP-17), Taipei, Taiwan, November 2017.
  3. Dialog for Language to Code
    [Details] [PDF] [Poster]
    Shobhit Chaurasia and Raymond J. Mooney
    In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP-17), 175-180, Taipei, Taiwan, November 2017.
  4. Leveraging Discourse Information Effectively for Authorship Attribution
    [Details] [PDF] [Slides (PDF)] [Video]
    Elisa Ferracane and Su Wang and Raymond J. Mooney
    In In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP-17), 584–593, Taipei, Taiwan, November 2017.
  5. Improving Black-box Speech Recognition using Semantic Parsing
    [Details] [PDF] [Poster]
    Rodolfo Corona and Jesse Thomason and Raymond J. Mooney
    In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP-17), 122-127, Taipei, Taiwan, November 2017.
  6. Opportunistic Active Learning for Grounding Natural Language Descriptions
    [Details] [PDF] [Slides (PPT)] [Slides (PDF)] [Poster]
    Jesse Thomason and Aishwarya Padmakumar and Jivko Sinapov and Justin Hart and Peter Stone and Raymond J. Mooney
    In Sergey Levine and Vincent Vanhoucke and Ken Goldberg, editors, Proceedings of the 1st Annual Conference on Robot Learning (CoRL-17), 67--76, Mountain View, California, November 2017. PMLR.
  7. Natural-Language Video Description with Deep Recurrent Neural Networks
    [Details] [PDF] [Slides (PDF)]
    Subhashini Venugopalan
    PhD Thesis, Department of Computer Science, The University of Texas at Austin, August 2017.
  8. Advances in Statistical Script Learning
    [Details] [PDF] [Slides (PPT)]
    Karl Pichotta
    PhD Thesis, Department of Computer Science, The University of Texas at Austin, August 2017.
  9. Dialog for Natural Language to Code
    [Details] [PDF]
    Shobhit Chaurasia
    2017. Masters Thesis, Computer Science Department, University of Texas at Austin.
  10. Using Explanations to Improve Ensembling of Visual Question Answering Systems
    [Details] [PDF] [Poster]
    Nazneen Fatema Rajani and Raymond J. Mooney
    In Proceedings of the IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI), 43-47, Melbourne, Australia, August 2017.
  11. Guiding Interaction Behaviors for Multi-modal Grounded Language Learning
    [Details] [PDF] [Poster]
    Jesse Thomason and Jivko Sinapov and Raymond J. Mooney
    In Proceedings of the Workshop on Language Grounding for Robotics at ACL 2017 (RoboNLP-17), Vancouver, Canada, August 2017.
  12. Multi-Modal Word Synset Induction
    [Details] [PDF] [Slides (PDF)] [Poster]
    Jesse Thomason and Raymond J. Mooney
    In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI-17), 4116--4122, Melbourne, Australia, 2017.
  13. Stacking With Auxiliary Features
    [Details] [PDF] [Slides (PDF)] [Poster]
    Nazneen Fatema Rajani and Raymond J. Mooney
    In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI-17), 2634-2640, Melbourne, Australia, 2017.
  14. Integrated Learning of Dialog Strategies and Semantic Parsing
    [Details] [PDF] [Slides (PPT)] [Slides (PDF)]
    Aishwarya Padmakumar and Jesse Thomason and Raymond J. Mooney
    In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), 547--557, Valencia, Spain, April 2017.
  15. Captioning Images with Diverse Objects
    [Details] [PDF] [Slides (PDF)] [Poster]
    Subhashini Venugopalan and Lisa Anne Hendricks and Marcus Rohrbach and Raymond Mooney and Trevor Darrell and Kate Saenko
    In Proceedings of the 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR-17), 5753--5761, 2017.
  16. BWIBots: A platform for bridging the gap between AI and human--robot interaction research
    [Details] [PDF]
    Piyush Khandelwal and Shiqi Zhang and Jivko Sinapov and Matteo Leonetti and Jesse Thomason and Fangkai Yang and Ilaria Gori and Maxwell Svetlik and Priyanka Khante and Vladimir Lifschitz and J. K. Aggarwal and Raymond Mooney and Peter Stone
    The International Journal of Robotics Research, 2017.