About Me

I am a fourth-year PhD student in the Department of Computer Science at The University of Texas at Austin. My advisor is Prof. Raymond Mooney, and my research lies at the intersection of Machine Learning, Natural Language Processing, and Software Engineering. I am a recipient of the 2020-2021 Bloomberg Data Science Ph.D. Fellowship. I completed my B.S. in Computer Science at the University of Illinois at Urbana-Champaign in 2016. My CV can be found here.

Publications

Learning to Generate Code Comments from Class Hierarchies
Jiyang Zhang, Sheena Panthaplackel, Pengyu Nie, Raymond J. Mooney, Junyi Jessy Li, and Milos Gligoric
North American Chapter of the Association for Computational Linguistics (NAACL), 2021

Deep Just-In-Time Inconsistency Detection Between Comments and Source Code
[Code/Data, Slides, Poster]
Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, and Raymond J. Mooney
The AAAI Conference on Artificial Intelligence (AAAI), 2021

Copy That! Editing Sequences by Copying Spans
Sheena Panthaplackel, Miltiadis Allamanis, and Marc Brockschmidt
The AAAI Conference on Artificial Intelligence (AAAI), 2021

Leveraging Class Hierarchy for Code Comprehension
Jiyang Zhang, Sheena Panthaplackel, Pengyu Nie, Junyi Jessy Li, Raymond J. Mooney, and Milos Gligoric
Neural Information Processing Systems (NeurIPS) Workshop on Computer-Assisted Programming, 2020

Learning to Update Natural Language Comments Based on Code Changes
[Code/Data, Video]
Sheena Panthaplackel, Pengyu Nie, Milos Gligoric, Junyi Jessy Li, and Raymond J. Mooney
Association for Computational Linguistics (ACL), 2020

Associating Natural Language Comment and Source Code Entities
[arXiv, Code/Data, Slides, Poster]
Sheena Panthaplackel, Milos Gligoric, Raymond J. Mooney, and Junyi Jessy Li
The AAAI Conference on Artificial Intelligence (AAAI), 2020