Scholar
Sida I. Wang
Google Scholar ID: XUI4PMEAAAAJ
Facebook AI
Citations & Impact
Citations
7,677
H-index
26
i10-index
33
Publications
20
Co-authors
34
list available
Publications
Resume (English only)
Academic Achievements
- - Published numerous papers including 'Structure-Aware Fill-in-the-Middle Pretraining for Code', 'Accessing higher dimensions', 'Naturalizing a programming language via interactive learning', etc.
- - Area chair for Neurips, ICLR, ICML
- - Reviewer for TACL, ARR, Neurips, ICLR, EMNLP, JMLR, ICML
Research Experience
- - Research Scientist at Facebook AI Research (FAIR)
- - Instructor at Princeton University
- - Instructor at IAS
- - Involved in multiple research projects such as Code LLM: CWM, AST-FIM, SWE-RL, eval-arena, LEVER, Coder-reviewer, InCoder, MBR-exec, etc.
- - Developed several benchmark tools like SWE-bench M, Spider 2.0, LiveCodeBench, SAFIM, CRUXEval, DS-1000, etc.
Education
- - Ph.D. in Computer Science from Stanford University, advised by Chris Manning and Percy Liang (2017)
- - BASc from the University of Toronto, worked on capsules with Geoffrey Hinton
Background
- Research Interests: Machine Learning, Natural Language Processing. Currently a research scientist at Facebook AI Research (FAIR).
Miscellany
- Contact: sidawxyz [at] gmail.com
- Other social media accounts: github, linkedin, scholar
