EigenNoise: A Contrastive Prior to Warm-Start Representations
Novel initialization scheme for word vectors based on dense co-occurrence modeling, achieving competitive performance with GloVe without requiring …
Glove
3 posts tagged with glove.
To Know by the Company Words Keep and What Else Lies in the Vicinity
Analytical model of statistics learned by Word2Vec and GloVe, deriving the first known solution to Word2Vec's softmax-optimized skip-gram algorithm …
Word Embeddings in NLP: An Introduction
Learn about word embeddings in NLP: from basic one-hot encoding to contextual models like ELMo. Guide with examples.