ColexNet Paper Supplementary Files

Supplementary files from the paper titled Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. Please refer to https://github.com/yihongL1U/ColexificationNet for details.

The supplementary files contain:

1. A directed graph constructed by using Conceptualizer on PBC that can be transformed to ColexNet and ColexNet+: directed_network_updated.pickle
2. An undirected alignment graph constructed by using Eflomal on PBC: eflomal_undirected_network.pickle
3. Multilingual embeddings learned on ColexNet+: colexnet_vectors_minlang_50_200_10_updated
4. Multilingual embeddings learned on Eflomal-aligned graph: eflomal_vectors_200_10