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