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NLP Visualization2026 · Interactive Explainer
# Word Embedding Explorer
An interactive 3D explorable that turns embedding math into spatial intuition. Visitors can fly through clusters and watch familiar analogies line up in space.
NLPWord2VecThree.jsDimensionality ReductionInteractive
Problem
300-D embeddings are powerful but opaque; it is hard to build intuition for neighborhoods, axes, and analogies from numbers alone.
Approach
Reduce 300-D Word2Vec vectors to 3D via PCA, then render an efficient Three.js scene with labeled clusters and vector hints (e.g., king - man + woman -> queen).
Impact
- * Reveals countries, capitals, emotions, and tools as stable spatial groupings.
- * Shows classic analogy vectors directly in the scene to connect equations with perception.