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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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07/25/2022
Overwatch: Learning Patterns in Code Edit Sequences
Integrated Development Environments (IDEs) provide tool support to autom...
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04/11/2022
Landmarks and Regions: A Robust Approach to Data Extraction
We propose a new approach to extracting data items or field values from ...
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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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06/22/2020
Information-theoretic User Interaction: Significant Inputs for Program Synthesis
Programming-by-example technologies are being deployed in industrial pro...
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03/03/2020
Data Invariants: On Trust in Data-Driven Systems
The reliability and proper function of data-driven applications hinge on...
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09/12/2019
Quantitative Programming by Examples
Programming-by-Example (PBE) systems synthesize an intended program in s...
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02/23/2018
