Distilled GPT for source code summarization
CY Su, C McMillan - Automated Software Engineering, 2024 - Springer
A code summary is a brief natural language description of source code. Summaries are
usually only a single sentence long, and yet form the backbone of developer documentation …
usually only a single sentence long, and yet form the backbone of developer documentation …
A survey of neural code intelligence: Paradigms, advances and beyond
Neural Code Intelligence--leveraging deep learning to understand, generate, and optimize
code--holds immense potential for transformative impacts on the whole society. Bridging the …
code--holds immense potential for transformative impacts on the whole society. Bridging the …
Modeling programmer attention as scanpath prediction
This paper launches a new effort at modeling programmer attention by predicting eye
movement scanpaths. Programmer attention refers to what information people intake when …
movement scanpaths. Programmer attention refers to what information people intake when …
Olfactory imaging technology and detection platform for detecting pork meat freshness based on IoT
J Zhang, J Wu, W Wei, F Wang, T Jiao, H Li… - … and Electronics in …, 2023 - Elsevier
To achieve portable and intelligent pork meat freshness detection, this study combined
olfactory imaging technology with the Internet of Things (IoT). By conducting reaction …
olfactory imaging technology with the Internet of Things (IoT). By conducting reaction …
Semantic similarity loss for neural source code summarization
CY Su, C McMillan - Journal of Software: Evolution and …, 2023 - Wiley Online Library
This paper presents a procedure for and evaluation of using a semantic similarity metric as a
loss function for neural source code summarization. Code summarization is the task of …
loss function for neural source code summarization. Code summarization is the task of …
Programmer Visual Attention During Context-Aware Code Summarization
Abridged: Programmer attention represents the visual focus of programmers on parts of the
source code in pursuit of programming tasks. We conducted an in-depth human study with …
source code in pursuit of programming tasks. We conducted an in-depth human study with …
[图书][B] Context-Aware Models for Automated Source Code Summarization
A Bansal - 2024 - search.proquest.com
Abstract Source Code Summarization is a program comprehension task that consists of
writing natural language descriptions of source code. These summaries are important …
writing natural language descriptions of source code. These summaries are important …
VADER-SC: A Model Agnostic Tool for Large Scale, AI Driven Automated Source Code Summarization
D Horne, A Pierson, E Hedary, G Freddo… - 2023 Congress in …, 2023 - ieeexplore.ieee.org
Production of a natural language description for the function of a source code segment is
commonly referred to as source code summarization. Useful comments in source code can …
commonly referred to as source code summarization. Useful comments in source code can …