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08/21/2023
DataVinci: Learning Syntactic and Semantic String Repairs
String data is common in real-world datasets: 67.6 1.8 million real Exce...
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08/14/2023
Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example
Data management and analysis tasks are often carried out using spreadshe...
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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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01/31/2023
FLAME: A small language model for spreadsheet formulas
The widespread use of spreadsheet environments by billions of users pres...
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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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08/24/2022
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
Most programmers make mistakes when writing code. Some of these mistakes...
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08/11/2022
CORNET: Learning Table Formatting Rules By Example
Spreadsheets are widely used for table manipulation and presentation. St...
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05/09/2019
When Deep Learning Met Code Search
There have been multiple recent proposals on using deep neural networks ...
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03/22/2018