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05/10/2022
Sibylvariant Transformations for Robust Text Classification
The vast majority of text transformation techniques in NLP are inherentl...
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03/17/2022
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory
Remote memory techniques for datacenter applications have recently gaine...
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05/24/2021
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
A graph neural network (GNN) enables deep learning on structured graph d...
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03/08/2021
Efficient Fuzz Testing for Apache Spark Using Framework Abstraction
The emerging data-intensive applications are increasingly dependent on d...
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12/19/2020
RMT: Rule-based Metamorphic Testing for Autonomous Driving Models
Deep neural network models are widely used for perception and control in...
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10/09/2020
An ensemble learning approach for software semantic clone detection
Code clone is a serious problem in software and has the potential to sof...
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05/28/2019
Analyzing and Supporting Adaptation of Online Code Examples
Developers often resort to online Q&A forums such as Stack Overflow (SO)...
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12/13/2018