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Word Embedding
AI Glossary Term
What is Word Embedding?
Definition
A dense vector representation of words capturing semantic relationships.
Related terms
Embedding
A numeric vector representation that captures semantic meaning of text, images, or other data.
Vector Database
A database optimized for storing and querying high-dimensional embedding vectors.
Embedding Model
A model specialized for converting data into vectors used for semantic search, clustering, and retrieval.
Hybrid Search
A retrieval approach that combines keyword (lexical) search with vector (semantic) search for better recall and precision.
Watermarking
Embedding a detectable signal in AI-generated text or media so it can later be identified as machine-produced.
Deep Learning
A subset of machine learning that uses many-layer neural networks for representation learning.
Learn more in our free guides
Audio Embeddings and Representation Learning
WordPiece Tokenization
Sentence-BERT Embeddings
X-Vector Speaker Embeddings
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