Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6948055 | Information and Software Technology | 2018 | 18 Pages |
Abstract
Due to topic instability, using standard LDA with its “off-the-shelf” settings should now be depreciated. Also, in future, we should require SE papers that use LDA to test and (if needed) mitigate LDA topic instability. Finally, LDADE is a candidate technology for effectively and efficiently reducing that instability.
Related Topics
Physical Sciences and Engineering
Computer Science
Human-Computer Interaction
Authors
Amritanshu Agrawal, Wei Fu, Tim Menzies,