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09/15/2023
Practical Program Repair via Preference-based Ensemble Strategy
To date, over 40 Automated Program Repair (APR) tools have been designed...
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09/09/2023
FAIR: Flow Type-Aware Pre-Training of Compiler Intermediate Representations
While the majority of existing pre-trained models from code learn source...
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02/08/2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models
Despite the recent advances showing that a model pre-trained on large-sc...
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02/08/2023
An Empirical Comparison of Pre-Trained Models of Source Code
While a large number of pre-trained models of source code have been succ...
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05/24/2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code
Recent years have seen the successful application of deep learning to so...
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02/22/2022
Neural Program Repair: Systems, Challenges and Solutions
Automated Program Repair (APR) aims to automatically fix bugs in the sou...
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01/05/2022
SPT-Code: Sequence-to-Sequence Pre-Training for Learning Source Code Representations
Recent years have seen the successful application of large pre-trained m...
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12/13/2021
Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer
Given the fact of a case, Legal Judgment Prediction (LJP) involves a ser...
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12/02/2021
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization
Code summarization aims to generate brief natural language descriptions ...
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03/22/2021