Any bias contained in word embeddings like those from Word2vec is automatically passed on in any application that exploits it. One example is the work using embeddings to improve Web search results.

Word2vec From Scratch — How Word Embeddings Are Actually Trained (Part 1) Posted: 7 May 2025 | Last updated: 7 May 2025. Welcome to Learn with Jay – your go-to channel for mastering new skills ...

The easiest way to think about words and how they can be added and subtracted like vectors is with an example. The most famous is the following: king – man + woman = queen.