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07/05/2023
An Exploratory Literature Study on Sharing and Energy Use of Language Models for Source Code
Large language models trained on source code can support a variety of so...
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05/08/2023
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification
The use of modern Natural Language Processing (NLP) techniques has shown...
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09/17/2022
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
Fairness testing aims at mitigating unintended discrimination in the dec...
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07/20/2022
Fairness Testing: A Comprehensive Survey and Analysis of Trends
Software systems are vulnerable to fairness bugs and frequently exhibit ...
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07/14/2022