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Recovering clear, natural identifiers from obfuscated JS names
Well-chosen variable names are critical to source code readability, reusability, and
maintainability. Unfortunately, in deployed JavaScript code (which is ubiquitous on the web) …
maintainability. Unfortunately, in deployed JavaScript code (which is ubiquitous on the web) …
Fine-grained pseudo-code generation method via code feature extraction and transformer
Pseudo-code written by natural language is helpful for novice developers' program
comprehension. However, writing such pseudo-code is time-consuming and laborious …
comprehension. However, writing such pseudo-code is time-consuming and laborious …
Generating pseudo-code from source code using deep learning
Pseudo-code written in natural language and mathematical expressions is a useful
description of source code. Pseudocode aids programmers in understanding the code …
description of source code. Pseudocode aids programmers in understanding the code …
Develo** computing competencies without restrictions
The information society represents a great revolution. Computing programming is a relevant
competence nowadays for everybody, regardless of educational background. However …
competence nowadays for everybody, regardless of educational background. However …
Deep learning to detect redundant method comments
Comments in software are critical for maintenance and reuse. But apart from prescriptive
advice, there is little practical support or quantitative understanding of what makes a …
advice, there is little practical support or quantitative understanding of what makes a …
Converting Epics/Stories into Pseudocode Using Transformers
G Kolhatkar, A Madan, N Kowtal, S Roy… - 2023 IEEE 20th India …, 2023 - ieeexplore.ieee.org
The conversion of user epics or stories into their appropriate representation in pseudocode
or code is a time-consuming task, which can take up a large portion of the time in an …
or code is a time-consuming task, which can take up a large portion of the time in an …
Is neural machine translation approach accurate enough for coding assistance?
Coding assistance with deep learning is an emerging concern that has recently attracted
much attention in the software development community. To integrate coding assistance with …
much attention in the software development community. To integrate coding assistance with …
Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language
Generation of pseudo-code descriptions of legacy source code for software maintenance is
a manually intensive task. Recent encoder-decoder language models have shown promise …
a manually intensive task. Recent encoder-decoder language models have shown promise …
A Machine Learning Approach to Convert Pseudo-Code to Domain-Specific Programming Language
J Neal, S Rogers, E Parra - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The California Department of Energy oversees a set of standards and rules that new
constructions (ie, buildings) must adhere to within the State of California (the California …
constructions (ie, buildings) must adhere to within the State of California (the California …
[PDF][PDF] Natural language processing techniques for code generation
H Sellik - Delft University of Technology, 2019 - repository.tudelft.nl
Introduction: Software development is difficult and requires knowledge on many different
levels such as understanding programming algorithms, languages, and frameworks. In …
levels such as understanding programming algorithms, languages, and frameworks. In …