Why Embeddings Capture Meaning
Similar words land near each other.
Meaning Lives in a Space
Each word vector is a point in a high-dimensional space. Training arranges these points so geometry reflects meaning. 🌌
Similar Words Sit Close
After training, words used in similar ways land near each other. The vectors for cat and dog end up close neighbors.
All lessons in this course
- Tokenize and Build a Vocabulary
- nn.Embedding: Learnable Word Vectors
- Why Embeddings Capture Meaning
- Train a Text Classifier