---
title: "Discussion on \"Embeddings in NLP: From One-Hot to Transformers\" | Hashnode"
description: "Discussion on \"Embeddings in NLP: From One-Hot to Transformers\". Introduction: What Are Embeddings?\nIn natural language processing (NLP) and deep learning, embeddings refer to a technique used to transform discrete, symbolic data—such as words, characters, or even entire sentences—into continuous, dense vectors in..."
url: "https://hashnode.com/posts/embeddings-in-nlp-from-one-hot-to-transformers/68595c1bf033cd4a0d1114c5"
---

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# [Embeddings in NLP: From One-Hot to Transformers](https://embeddings.hashnode.dev/embeddings-in-nlp-from-one-hot-to-transformers?utm_source=hashnode&utm_medium=feed)

Introduction: What Are Embeddings? In natural language processing (NLP) and deep learning, embeddings refer to a technique used to transform discrete, symbolic data—such as words, characters, or even entire sentences—into continuous, dense vectors in...

Jun 23, 2025 · 9 min read · embeddings.hashnode.dev  
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[Tanayendu Bari](https://hashnode.com/@lagran)

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