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Sumit Gulwani — most-cited papers & profile · AI for Code
← authors
·
overview
Sumit Gulwani
22
papers ·
318
citations ·
63
h-index
Microsoft (United States) · Microsoft (Finland) · Microsoft Research (United Kingdom) · Seattle University
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Most-cited papers
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
2023 · 99 citations
Synchromesh: Reliable code generation from pre-trained language models
2022 · 66 citations
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
2018 · 57 citations
Repairing Bugs in Python Assignments Using Large Language Models
2022 · 30 citations
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models
2023 · 17 citations
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
2022 · 15 citations
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
2023 · 6 citations
CodeFusion: A Pre-trained Diffusion Model for Code Generation
2023 · 2 citations
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
2023 · 1 citations
A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets
2026
LLM-Guided Compositional Program Synthesis
2025
TableTalk: Scaffolding Spreadsheet Development with a Language Agent
2025
Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models and Component-based Synthesis
2021
GrACE: Generation using Associated Code Edits
2023
Top co-authors
Gustavo Soares
· 7
Jos\'e Cambronero
· 6
Vu Le
· 6
Gust Verbruggen
· 5
Arjun Radhakrishna
· 4
Ashish Tiwari
· 4
Adish Singla
· 3
Tung Phung
· 3
Ashish Tiwari
· 2
Mohammad Raza
· 2
Mukul Singh
· 2
Oleksandr Polozov
· 2
Topics
Code Generation
Software Engineering
Code Models
Program Repair
Code Translation
Bug Detection
Code Understanding
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