Sotabase

Career

· Senior Researcher, Microsoft Research2022–
· MS in Computer Science, Columbia University2021–
· Intern, Facebook Inc.2021–
· Research Assistant, Columbia University2019–2022
· Doctor of Philosophy - PhD Computer Science, Columbia University in the City of New York2019–2022
· Intern, Google LLC.2019–
· Research Intern, Fujitsu Laboratories of America2017–
· Quantitative Software Engineer, Stochastic Logic Ltd.2015–2016
· B.Sc. in Computer Science and Engineering, Bangladesh University of Engineering and Technology2014–
· Software Engineer, Kona Software Lab
· Doctor of Philosophy (Ph.D.), University of Virginia

Publications (60)

Unified Pre-training for Program Understanding and Generation
North American Chapter of the Association for Computational Linguistics · 2021
876
cited
Deep Learning Based Vulnerability Detection: Are We There Yet?
IEEE Transactions on Software Engineering · 2020
666
cited
A Transformer-based Approach for Source Code Summarization
Annual Meeting of the Association for Computational Linguistics · 2020
429
cited
Retrieval Augmented Code Generation and Summarization
Conference on Empirical Methods in Natural Language Processing · 2021
248
cited
NatGen: generative pre-training by “naturalizing” source code
ESEC/SIGSOFT FSE · 2022
146
cited
The poly dA helix: a new structural motif for high performance DNA-based molecular switches
Nucleic Acids Research · 2009
127
cited
CODIT: Code Editing With Tree-Based Neural Models
IEEE Transactions on Software Engineering · 2018
124
cited
AVATAR: A Parallel Corpus for Java-Python Program Translation
Annual Meeting of the Association for Computational Linguistics · 2021
120
cited
On Multi-Modal Learning of Editing Source Code
International Conference on Automated Software Engineering · 2021
69
cited
Ranking LLM-Generated Loop Invariants for Program Verification
Conference on Empirical Methods in Natural Language Processing · 2023
55
cited
Building Language Models for Text with Named Entities
Annual Meeting of the Association for Computational Linguistics · 2018
44
cited
Evaluation of arbuscular mycorrhiza and other biocontrol agents in managing Fusarium oxysporum f. sp. Cubense infection in banana cv. Neypoovan
2010
38
cited
Finding Inductive Loop Invariants using Large Language Models
arXiv.org · 2023
37
cited
Towards Causal Deep Learning for Vulnerability Detection
International Conference on Software Engineering · 2023
37
cited
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
Annual Meeting of the Association for Computational Linguistics · 2021
36
cited
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
Conference of the European Chapter of the Association for Computational Linguistics · 2022
35
cited
A Heuristic Initialized Stochastic Memetic Algorithm for MDPVRP With Interdependent Depot Operations
IEEE Transactions on Cybernetics · 2017
34
cited
Tree2Tree Neural Translation Model for Learning Source Code Changes
arXiv.org · 2018
32
cited
Contrastive Learning for Source Code with Structural and Functional Properties
arXiv.org · 2021
24
cited
Genetic analysis of Indian tasar silkmoth (Antheraea mylitta) populations
Scientific Reports · 2015
24
cited
Sotabase
Saikat Chakraborty | Researcher Profile | Sotabase | Sotabase