metadata

title: Commit Message Editing Visualization
emoji: 📈
sdk: gradio
sdk_version: 4.37.2
app_file: change_visualizer.py

Commit Message Editing Visualisation ✍️🔍📊

This space provides a visualization app for exploring the commit message edits datasets (🤗 expert-labeled and 🤗 synthetic) from 📜 Towards Realistic Evaluation of Commit Message Generation by Matching Online and Offline Settings paper and also hosts important artifacts from our work.

Artifacts

📊metrics_analysis.ipynb contains the code for metrics calculation and analysis;
📈chart.ipynb contains the code for Figure 4 with edit distance distribution;
🗃️data_stats.ipynb contains the code for obtaining the dataset statistics from Table 1;
⬅️generation_steps/synthetic_backward.py contains the code for Synthetic Backward generation proposed in our paper;
➡️generation_steps/synthetic_forward.py contains the code for Synthetic Forward generation proposed in our paper.

🔍 Click on Examples Exploration tab to browse through nicely-formatted examples from our dataset.
📈 Click on Dataset Statistics tab to see the major statistics for our dataset.
📊 Click on Experimental Results tab to see additional metrics tested as target online metrics alongside our main edit distance results.