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03/18/2023
Ownership guided C to Rust translation
Dubbed a safer C, Rust is a modern programming language that combines me...
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12/20/2021
Energy-bounded Learning for Robust Models of Code
In programming, learning code representations has a variety of applicati...
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05/15/2021
A Feature Table approach to decomposing monolithic applications into microservices
Microservice architecture refers to the use of numerous small-scale and ...
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01/12/2021
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis
Video sentiment analysis as a decision-making process is inherently comp...
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12/13/2020
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees
Building deep learning models on source code has found many successful s...
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09/06/2020
Self-Supervised Learning for Code Retrieval and Summarization through Semantic-Preserving Program Transformations
Code retrieval and summarization are useful tasks for developers, but it...
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09/05/2020
TreeCaps: Tree-Based Capsule Networks for Source Code Processing
Recently program learning techniques have been proposed to process sourc...
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07/31/2020
On the Generalizability of Neural Program Analyzers with respect to Semantic-Preserving Program Transformations
With the prevalence of publicly available source code repositories to tr...
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06/10/2019
SAR: Learning Cross-Language API Mappings with Little Knowledge
To save manual effort, developers often translate programs from one prog...
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11/30/2018