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06/29/2023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
Generative AI and large language models hold great promise in enhancing ...
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05/23/2023
GrACE: Generation using Associated Code Edits
Developers expend a significant amount of time in editing code for a var...
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01/24/2023
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models
Large language models (LLMs), such as Codex, hold great promise in enhan...
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09/29/2022
Repairing Bugs in Python Assignments Using Large Language Models
Students often make mistakes on their introductory programming assignmen...
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07/25/2022
Overwatch: Learning Patterns in Code Edit Sequences
Integrated Development Environments (IDEs) provide tool support to autom...
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01/26/2022
Synchromesh: Reliable code generation from pre-trained language models
Large pre-trained language models have been used to generate code,provid...
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09/03/2021
Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models and Component-based Synthesis
Multi-modal program synthesis refers to the task of synthesizing program...
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03/10/2018
Learning Quick Fixes from Code Repositories
Code analyzers such as ErrorProne and FindBugs detect code patterns symp...
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08/12/2017