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What is Word Calculator?

··243 words·2 mins·

🧮 What is Word Calculator?

It’s an application (“Semantic Calculator”) that lets you perform operations with words (not numbers), using semantic vectors. For example:

king − man + woman = queen

These are expressions where you subtract or add words to obtain another word that is semantically “related”.

⚙️ How does it work technically?

  • Each word is represented as a vector in a semantic space, which allows measuring relationships and similarities between words.
  • When you perform an operation like “A − B + C”, it takes the corresponding vectors, subtracts/adds them, and then searches for the word whose resulting vector is the closest.
  • There are some limitations: it works better with nouns or words recognized by the model; some words may not be found (they are highlighted in red) if they are not in the vocabulary.

💡 What is it useful for / why is it interesting?

  • It’s mainly an exploratory, playful tool to see meaning relationships, analogies between words, play with language, and observe how the AI “understands” certain concepts.
  • It can be useful for demonstrations, thinking about semantic models, and inspiring ideas about how AI can capture meaning relationships between concepts.
  • It’s also useful for people working with natural language (NLP), embeddings, language education, content creativity, etc.

More information at the link 👇

Also published on LinkedIn.
Juan Pedro Bretti Mandarano
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Juan Pedro Bretti Mandarano