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07/01/2023
Automatic Unit Test Generation for Deep Learning Frameworks based on API Knowledge
Many automatic unit test generation tools that can generate unit test ca...
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05/21/2023
Word differences in news media of lower and higher peace countries revealed by natural language processing and machine learning
Language is both a cause and a consequence of the social processes that ...
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05/16/2023
The Good, the Bad, and the Missing: Neural Code Generation for Machine Learning Tasks
Machine learning (ML) has been increasingly used in a variety of domains...
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02/14/2023
Developer-Intent Driven Code Comment Generation
Existing automatic code comment generators mainly focus on producing a g...
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12/06/2022
Curriculum Learning for Relative Overgeneralization
In multi-agent reinforcement learning (MARL), many popular methods, such...
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11/30/2022
Automated Generating Natural Language Requirements based on Domain Ontology
Software requirements specification is undoubtedly critical for the whol...
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09/14/2022
Automatic Comment Generation via Multi-Pass Deliberation
Deliberation is a common and natural behavior in human daily life. For e...
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07/12/2022
Are We Building on the Rock? On the Importance of Data Preprocessing for Code Summarization
Code summarization, the task of generating useful comments given the cod...
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04/20/2022
BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats
In community-based software development, developers frequently rely on l...
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04/20/2022
Where is Your App Frustrating Users?
User reviews of mobile apps provide a communication channel for develope...
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09/15/2021
ISPY: Automatic Issue-Solution Pair Extraction from Community Live Chats
Collaborative live chats are gaining popularity as a development communi...
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08/12/2021
VTLayout: Fusion of Visual and Text Features for Document Layout Analysis
Documents often contain complex physical structures, which make the Docu...
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07/13/2021
A First Look at Developers' Live Chat on Gitter
Modern communication platforms such as Gitter and Slack play an increasi...
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05/19/2021
Dialogue Disentanglement in Software Engineering: How Far are We?
Despite the valuable information contained in software chat messages, di...
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03/20/2020