Distributed Representation
Domain: NLP Fundamentals
🎯 Motivation
Representing meaning as a pattern across many dimensions, not a single symbol. Embeddings do this.
📋 Concrete Example
The meaning of king is spread across 300 numbers, not stored in one slot labeled king.
🔗 Analogy
Like describing a color by its RGB values instead of just its name - more detailed and comparable.