Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art review

PK Roy, S Saumya, JP Singh… - CAAI Transactions on …, 2023 - Wiley Online Library
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 …

A survey on mining stack overflow: question and answering (Q&A) community

A Ahmad, C Feng, S Ge, A Yousif - Data Technologies and …, 2018 - emerald.com
Purpose Software developers extensively use stack overflow (SO) for knowledge sharing on
software development. Thus, software engineering researchers have started mining the …

How do developers utilize source code from stack overflow?

Y Wu, S Wang, CP Bezemer, K Inoue - Empirical Software Engineering, 2019 - Springer
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 …

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 …

Assessing the generalizability of code2vec token embeddings

HJ Kang, TF Bissyandé, D Lo - 2019 34th IEEE/ACM …, 2019 - ieeexplore.ieee.org
Many Natural Language Processing (NLP) tasks, such as sentiment analysis or syntactic
parsing, have benefited from the development of word embedding models. In particular …

Are we ready to embrace generative ai for software q&a?

B Xu, TD Nguyen, T Le-Cong, T Hoang… - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
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 …

How reliable is the crowdsourced knowledge of security implementation?

M Chen, F Fischer, N Meng, X Wang… - 2019 IEEE/ACM 41st …, 2019 - ieeexplore.ieee.org
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 …

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 …

I know what you are searching for: Code snippet recommendation from stack overflow posts

Z Gao, X **a, D Lo, J Grundy, X Zhang… - ACM Transactions on …, 2023 - dl.acm.org
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 …

**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 …