Beyond Proximity — Embedding Space Viewer

Custom Axes

Type any words to define semantic axes. X-axis goes left→right. Y-axis is orthogonalized.
X-Axis
←
→
Y-Axis
↓ +
↑ +

Current Poles

Density Regimes

Cell size reveals embedding density. Small cells = many nearby words.
Oversymbolic — dense packing
Neurosymbolic — balanced
Undersymbolic — sparse

Selected

Nearest Neighbors

    Read the Paper →
    485 words · Word2Vec (Google News) · Custom axis projection Scroll to zoom · Drag to pan Research by Emma Leonhart