Main Challenges for Word Embeddings: Part I

Main Challenges for Word Embeddings: Part I

In recent years, word embeddings have become the de facto input layer for virtually all AI-based NLP tasks. While they have undoubtedly allowed text-based AI to advance significantly, not much effort has gone towards examining the limitations of using them in...