Can I use this publicly available dataset to build commercial AI software? -- A Case Study on Publicly Available Image Datasets

no code implementations • 3 Nov 2021 • Gopi Krishnan Rajbahadur, Erika Tuck, Li Zi, Dayi Lin, Boyuan Chen, Zhen Ming, Jiang, Daniel M. German

Publicly available datasets are one of the key drivers for commercial AI software.

Predicting the Programming Language of Questions and Snippets of StackOverflow Using Natural Language Processing

no code implementations • 21 Sep 2018 • Kamel Alreshedy, Dhanush Dharmaretnam, Daniel M. German, Venkatesh Srinivasan, T. Aaron Gulliver

The classifier achieves an accuracy of 91. 1% in predicting the 24 most popular programming languages by combining features from the title, body and the code snippets of the question.

BIG-bench Machine Learning TAG

SCC: Automatic Classification of Code Snippets

1 code implementation • 21 Sep 2018 • Kamel Alreshedy, Dhanush Dharmaretnam, Daniel M. German, Venkatesh Srinivasan, T. Aaron Gulliver

Determining the programming language of a source code file has been considered in the research community; it has been shown that Machine Learning (ML) and Natural Language Processing (NLP) algorithms can be effective in identifying the programming language of source code files.

Classification Code Classification +1