Embeddings Deep Dive

Advanced Vector Representations

48 SLIDESDeep-Dive Module

Overview

Extended exploration of word and sentence embeddings including contextualized representations.

Learning Objectives

  • Understand embedding spaces
  • Implement sentence embeddings
  • Apply contextualized representations
  • Evaluate embedding quality

Key Topics

Embedding spaces
Sentence embeddings
Contextualized vectors
Evaluation methods

Resources