Analytical Model of Word2Vec and GloVe Statistics
Analytical model of Word2Vec and GloVe statistics. First analytical solution to Word2Vec's softmax skip-gram with bias …...
Semantics
Data-Driven WordNet Construction from Wiktionary
Explores a data-driven approach to construct a WordNet-like semantic network using the entirety of the noisy, …...
Fundamentals of Logic: Knowledge Representation
Learn about the foundations of AI logic: syntax, semantics, entailment, and inference algorithms for building …
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.