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Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review
Over the last couple of decades, community question‐answering sites (CQAs) have been a
topic of much academic interest. Scholars have often leveraged traditional machine learning …
topic of much academic interest. Scholars have often leveraged traditional machine learning …
A survey on mining stack overflow: question and answering (Q&A) community
Purpose Software developers extensively use stack overflow (SO) for knowledge sharing on
software development. Thus, software engineering researchers have started mining the …
software development. Thus, software engineering researchers have started mining the …
How do developers utilize source code from stack overflow?
Technical question and answer Q&A platforms, such as Stack Overflow, provide a platform
for users to ask and answer questions about a wide variety of programming topics. These …
for users to ask and answer questions about a wide variety of programming topics. These …
Word embeddings for the software engineering domain
V Efstathiou, C Chatzilenas, D Spinellis - Proceedings of the 15th …, 2018 - dl.acm.org
The software development process produces vast amounts of textual data expressed in
natural language. Outcomes from the natural language processing community have been …
natural language. Outcomes from the natural language processing community have been …
Assessing the generalizability of code2vec token embeddings
Many Natural Language Processing (NLP) tasks, such as sentiment analysis or syntactic
parsing, have benefited from the development of word embedding models. In particular …
parsing, have benefited from the development of word embedding models. In particular …
Are we ready to embrace generative ai for software q&a?
Stack Overflow, the world's largest software Q&A (SQA) website, is facing a significant traffic
drop due to the emergence of generative AI techniques. ChatGPT is banned by Stack …
drop due to the emergence of generative AI techniques. ChatGPT is banned by Stack …
How reliable is the crowdsourced knowledge of security implementation?
Stack Overflow (SO) is the most popular online Q&A site for developers to share their
expertise in solving programming issues. Given multiple answers to a certain question …
expertise in solving programming issues. Given multiple answers to a certain question …
Duplicate question detection with deep learning in stack overflow
L Wang, L Zhang, J Jiang - IEEE Access, 2020 - ieeexplore.ieee.org
Stack Overflow is a popular Community-based Question Answer (CQA) website focused on
software programming and has attracted more and more users in recent years. However …
software programming and has attracted more and more users in recent years. However …
I know what you are searching for: Code snippet recommendation from stack overflow posts
Stack Overflow has been heavily used by software developers to seek programming-related
information. More and more developers use Community Question and Answer forums, such …
information. More and more developers use Community Question and Answer forums, such …
**ao-Shih: a self-enriched question answering bot with machine learning on Chinese-based MOOCs
HH Hsu, NF Huang - IEEE Transactions on Learning …, 2022 - ieeexplore.ieee.org
This article introduces **ao-Shih, the first intelligent question answering bot on Chinese-
based massive open online courses (MOOCs). Question answering is critical for solving …
based massive open online courses (MOOCs). Question answering is critical for solving …