Publications: 2021
- Incorporating Textual Resources to Improve Visual Question Answering
[Details] [PDF] [Slides (PDF)]
Jialin Wu
September 2021. Ph.D. Proposal.
- Supervised Attention from Natural Language Feedback for Reinforcement Learning
[Details] [PDF]
Clara Cecilia Cannon
Masters Thesis, Department of Computer Science, The University of Texas at Austin, May 2021.
- Zero-shot Task Adaptation using Natural Language
[Details] [PDF]
Prasoon Goyal, Raymond J. Mooney, Scott Niekum
In Arxiv, June 2021.
- TellMeWhy: A Dataset for Answering Why-Questions in Narratives
[Details] [PDF] [Slides (PDF)] [Video]
Yash Kumar Lal, Nathanael Chambers, Raymond Mooney, Niranjan Balasubramanian
In Findings of ACL 2021, August 2021.
- Copy That! Editing Sequences by Copying Spans
[Details] [PDF] [Slides (PPT)] [Slides (PDF)] [Poster]
Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt
In The AAAI Conference on Artificial Intelligence (AAAI), February 2021.
- A Recap of Early Work onTheory and Knowledge Refinement
[Details] [PDF] [Slides (PPT)]
Raymond J. Mooney, Jude W. Shavlik
In AAAI Spring Symposium on Combining Machine Learning and Knowledge Engineering, March 2021.
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code
[Details] [PDF] [Slides (PDF)] [Poster] [Video]
Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney
In The AAAI Conference on Artificial Intelligence (AAAI), February 2021.
- Improving VQA and its Explanations by Comparing Competing Explanations
[Details] [PDF] [Slides (PDF)]
Jialin Wu, Liyan Chen, Raymond J. Mooney
In The AAAI Conference on Artificial Intelligence (AAAI), Explainable Agency in Artificial Intelligence Workshop, February 2021.
- Dialog Policy Learning for Joint Clarification and Active Learning Queries
[Details] [PDF] [Slides (PDF)] [Poster] [Video]
Aishwarya Padmakumar, Raymond J. Mooney
In The AAAI Conference on Artificial Intelligence (AAAI), February 2021.
