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08/25/2023
On the Impact of Language Selection for Training and Evaluating Programming Language Models
The recent advancements in Transformer-based Language Models have demons...
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08/16/2023
Endogenous Macrodynamics in Algorithmic Recourse
Existing work on Counterfactual Explanations (CE) and Algorithmic Recour...
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08/14/2023
Explaining Black-Box Models through Counterfactuals
We present CounterfactualExplanations.jl: a package for generating Count...
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04/24/2023
Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study
Transformer-based pre-trained models have recently achieved great result...
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02/25/2023
STACC: Code Comment Classification using SentenceTransformers
Code comments are a key resource for information about software artefact...
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02/13/2023
Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge
Previous work has shown that Large Language Models are susceptible to so...
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01/04/2023
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries
Reverse engineering binaries is required to understand and analyse progr...
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11/01/2022
LinkFormer: Automatic Contextualised Link Recovery of Software Artifacts in both Project-based and Transfer Learning Settings
Software artifacts often interact with each other throughout the softwar...
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02/04/2022
Using Large-scale Heterogeneous Graph Representation Learning for Code Review Recommendations
Code review is an integral part of any mature software development proce...
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10/15/2021
Nalanda: A Socio-Technical Graph for Building Software Analytics Tools at Enterprise Scale
Software development is information-dense knowledge work that requires c...
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04/08/2021
Secure Software Engineering in the Financial Services: A Practitioners' Perspective
Secure software engineering is a fundamental activity in modern software...
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03/02/2021
An Exploratory Study of Log Placement Recommendation in an Enterprise System
Logging is a development practice that plays an important role in the op...
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01/16/2021
ConE: A Concurrent Edit Detection Tool for Large ScaleSoftware Development
Modern, complex software systems are being continuously extended and adj...
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11/25/2020
Nudge: Accelerating Overdue Pull Requests Towards Completion
Pull requests are a key part of the collaborative software development a...
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10/07/2020
Questions for Data Scientists in Software Engineering: A Replication
In 2014, a Microsoft study investigated the sort of questions that data ...
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01/13/2020
Towards Integration-Level Test Case Generation Using Call Site Information
Search-based approaches have been used in the literature to automate the...
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12/12/2019
Contemporary Software Monitoring: A Systematic Literature Review
Contemporary software development strongly relies on software monitoring...
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12/10/2019
Search-based Crash Reproduction using Behavioral Model Seeding
Search-based crash reproduction approaches assist developers during debu...
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05/28/2018