BabelCLIP: CMPUT 600 W22 Project

To get a better understanding of the results of this work, you can read my report. BabelCLIP outperforms the previous SOTA by 6.67%.

Prerequisites

• Install Java (OpenJDK 11.0.14.1; I make extensive use of lambdas and streams)
• Install Python 3.8.12

Playing with this work

• Download and configure BabelNet 5.0 indices
• Download the Java API from the same page as above
• Download and extract BabelPic-Gold
• Generate gold_synsets.json:
  • cd java
  • sh run-babelpic.sh
  • cd ..
• Optionally download and extract the silver splits of BabelPic
• python pull.py --sample_size 100
• python run_experiments.py