Word Embeddings Articles

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1/14/2025 • EN

Don't use cosine similarity carelessly

A guide on the pitfalls of blindly using cosine similarity with text embeddings and how to apply it more intentionally for better results.

Cosine Similarity llm Sentence Embeddings Vector Similarity Word Embeddings

Piotr Migdał

9/27/2018 • EN

How to write a racist AI in R without really trying

A tutorial replicating a Python experiment on creating a biased AI sentiment classifier, but using R, GloVe embeddings, and glmnet for logistic regression.

Glove NLP R Sentiment Analysis Word Embeddings

Thomas Lumley

1/6/2017 • EN

king - man + woman is queen; but why?

Explains the word2vec algorithm and the famous 'king - man + woman = queen' analogy using vector arithmetic and word co-occurrences.

Glove Natural Language Processing Vector Arithmetic Word Embeddings Word2vec

Piotr Migdał

Word Embeddings Articles

Don't use cosine similarity carelessly

How to write a racist AI in R without really trying

king - man + woman is queen; but why?

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