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word2vec

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04:55
2026-07-16
thegustafson.com
natural-language-processing

GloVe, FastText, and the Embedding Zoo

GloVe, FastText, and word2vec are all word embedding methods that produce dense vector representations of words, but they differ in their underlying approaches: GloVe uses a weighted least-squares reg…

04:55
2026-07-16
thegustafson.com
natural-language-processing

Word2vec and the Embedding Revolution

Google researchers led by Tomas Mikolov published word2vec in 2013, a method that made high-quality dense word embeddings cheap to train at billion-token scale on a single machine, transforming them f…

12:00
2026-02-17
victoriaritvo.com
machine-learning

A Solver for Semantle

Here is a factual summary of the article: The article describes a solver for Semantle, a Wordle variant that scores guesses based on semantic similarity rather than letter matching. The solver uses a…

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