Ph.D. Student, Computer Science
The University of Texas at Austin
xiye [at] cs.utexas.edu
I am a third-year Ph.D. student in the Department of Computer Science at UT Austin, advised by Greg Durrett. I am also a member of the TAUR lab (Text Analysis, Understanding, and Reasoning).
My research focuses on building neuro-symbolic systems for Natural Language Understanding. I am currently working on interpretable neural Reading Comprehension with intermediate logical representations. I am also interested in semantic parsing and program synthesis.
Prior to joining UT Austin, I obtained my Bachelor's degree from the School of Software, Tsinghua University, where I worked with Prof. Shixia Liu on Visual Analysis and Machine Learning.
Benchmarking Multimodal Regex Synthesis with Complex Structures code data
the Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Sketch-Driven Regular Expression Generation from Natural
Language
and Examples
code
Transactions of the Association for Computational Linguistics (TACL), to appear 2020
Multi-Modal Synthesis of Regular Expressions code
the Conference on Programming Language Design and Implementation (PLDI), 2020
Interactive Correction of Mislabeled Training Data video
the Conference on Visual Analytics Science and Technology (VAST), 2019
torchASN: a pytorch implementation of Abstract Syntax Network. code
TA for CS429: Computer Architecture and Organization.