PinnedJon GimpelinTowards Data ScienceWhat’s Behind Word2vecAn outline of ideas and equations for word embeddings7 min read·Jul 26, 2022----
PinnedJon GimpelinTowards Data ScienceWords into VectorsConcepts for word embeddings13 min read·Jul 26, 2022----
PinnedJon GimpelinTowards Data ScienceStatistical Learning TheoryThe basis for neural networks14 min read·Jul 26, 2022----
PinnedJon GimpelinTowards Data ScienceThe Word2vec ClassifierHow word embeddings are trained·15 min read·Jul 26, 2022----
PinnedJon GimpelinTowards Data ScienceThe Word2vec HyperparametersA set of creative reweightings·6 min read·Jul 26, 2022--1--1
Jon GimpelinTowards Data ScienceCharacteristics of Word EmbeddingsAnd the problem of antonyms·11 min read·Jul 26, 2022----