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09/06/2023
Unity is Strength: Cross-Task Knowledge Distillation to Improve Code Review Generation
Code review is a fundamental process in software development that plays ...
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08/21/2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models
Large Language Models (LLMs) possess impressive capabilities to generate...
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06/20/2023
Fingerprinting and Building Large Reproducible Datasets
Obtaining a relevant dataset is central to conducting empirical studies ...
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05/06/2023
On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code
Pre-trained language models (PLMs) have become a prevalent technique in ...
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12/07/2022
Towards using Few-Shot Prompt Learning for Automating Model Completion
We propose a simple yet a novel approach to improve completion in domain...
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10/26/2022
Towards Automatically Extracting UML Class Diagrams from Natural Language Specifications
In model-driven engineering (MDE), UML class diagrams serve as a way to ...
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08/25/2022
Social Diversity for ATL Repair
Model transformations play an essential role in the Model-Driven Enginee...
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06/23/2022
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models
The objective of pre-trained language models is to learn contextual repr...
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03/16/2022
Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State-of-the-Practice
Domain experts are increasingly employing machine learning to solve thei...
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01/19/2022
Code Sophistication: From Code Recommendation to Logic Recommendation
A typical approach to programming is to first code the main execution sc...
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01/10/2022
Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning
The progress made in code modeling has been tremendous in recent years t...
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04/04/2021
Recommending Metamodel Concepts during Modeling Activities with Pre-Trained Language Models
The design of conceptually sound metamodels that embody proper semantics...
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12/28/2020
API Misuse Detection An Immune System inspired Approach
APIs are essential ingredients for developing complex software systems. ...
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12/14/2020
Fixing Multiple Type Errors in Model Transformations with Alternative Oracles to Test Cases
This paper addresses the issue of correcting type errors in model transf...
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10/09/2020
A Generic Approach to Detect Design Patterns in Model Transformations Using a String-Matching Algorithm
Maintaining software artifacts is among the hardest tasks an engineer fa...
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03/16/2018