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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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08/18/2023
Domain Adaptive Code Completion via Language Models and Decoupled Domain Databases
Large Language Models (LLMs) have demonstrated remarkable performance in...
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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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01/08/2023
Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning
Self-supervised learning enables networks to learn discriminative featur...
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08/27/2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages
Owing to the lack of corpora for low-resource languages, current works o...
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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
Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network Collapse
Normalization operations are essential for state-of-the-art neural netwo...
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08/12/2020