Test the model

Here, you can test the commit intent classification via the fine-tuned seBERT model. The pre-trained version of the model can be found here. The version that is fine tuned with the ground truth of this publication can be found here. This is also the model that classifies the text from this website.

You can either use one of our examples or provide your own commit message in the text field. The model will evaluate the commit message and return a label (other, perfective, corrective) and likelihood.

Examples from the data

Source Commit message Options
d1bb82d RANGER-1047 : Not able to login Ranger using KnoxSSO User
b5e456f PDFBOX-1690: added a getter/setter for the file description based on a proposal by vakhtang koroghlishvili
5411a63 Remove deprecated methods from output connectors. Part of CONNECTORS-977
e9b1c00 FindBugs: Unnecessary check
2dffba1 PHOENIX-2566 Support NOT NULL constraint for any column for immutable table (addendum 2)
6e58521 'parser' made private, used already existing getter instead to access to it
b509333 JSPWIKI-253: Vote.jsp and VotePlugin were useless, so they're now gone.
31bd423 PHOENIX-1397 RVC combined with OR on first row key column results in NPE (Samarth Jain)
5890dbd Add support for wiki User-Agent header, so I can connect to wikipedia

Model input

The model returns a label (other, perfective, corrective) together with a likelihood.