KengoA / embedding-alignment

WIP

MSc Project on Crossmodal Alignment of Embeddings

PI: Prof. Bradley C. Love
Project Lead: Dr. Brett D. Roads
MSc Candidate: Kengo Arao

cooccur

creates cooccurence data from enwiki and open images

bash ./download.sh  
bash ./run.sh

glove

creates GloVe embeddings from cooccurrence data

semi-supervised

• align embeddings with semi-supervision
• cloned from https://github.com/roads/unsupervised-alignment-team

unsupervised

• align embeddings without supervision with Wasserstein GAN and Sinkhorn algorithm
• cloned from https://github.com/xrc10/unsup-cross-lingual-embedding-transfer