Word Walk

Exploring Word Embeddings

Explore the space connecting any two English words* by doing a simple linear interpolation between their word embeddings. You can specify the "pace" (steps) of your walk and the "range" (neighbours per step) of your eyesight to suit your needs. Take the chance to find interesting connections between different words. You can also notice a lot of social and gender biases as the embeddings were created from crawling the internet. You can find more details on the specifics in the ReadMe.

*I selected the top 10k most frequent non-stopwords from the CC FastText English embeddings.
# Word Neighbour {{idx}}
Step {{$index}} {{word.value}}

© Badr AlKhamissi