Embeddings Playground

Words / Phrases

Enter 2-50 items, one per line.

Try words with similar spellings, meanings or contexts. For example: animals, food groups, homonyms, gendered words. See what patterns emerge and where connections form (and dont)

Embedding model

Vector Maths

Pick words A, B, C to compute A - B + C.

For example, KING - MALE + FEMALE ≈ QUEEN.

Similarity Matrix

Displays the similarity between each of the inputted words. 0 = no similarity and 1 = perfect similarity.

2D Projection

Projection of the 3072-Dimensional vectors into a 2-Dimensional space for visualiation. Words are plotted near other words of similar meaning, and thicker lines joining words indicate a more direct similarity between the two.