---
title: "Discussion on \"# 🧠 Neural Machine Translation of Rare Words with Subword Units —\" | Hashnode"
description: "Discussion on \"# 🧠 Neural Machine Translation of Rare Words with Subword Units —\". \"How breaking words into subword units (like BPE) revolutionized translation and NLP\""
url: "https://hashnode.com/posts/neural-machine-translation-of-rare-words-with-subword-units/69020d21300d11ed9864ad56"
---

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# [\# 🧠 Neural Machine Translation of Rare Words with Subword Units —](https://apurvak3.hashnode.dev/neural-machine-translation-of-rare-words-with-subword-units?utm_source=hashnode&utm_medium=feed)

"How breaking words into subword units (like BPE) revolutionized translation and NLP"

Oct 29, 2025 · 4 min read · apurvak3.hashnode.dev  
Updated Nov 16, 2025  
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-   [#nlp](https://hashnode.com/tag/nlp)
-   [#machine-translation](https://hashnode.com/tag/machine-translation)
-   [#subword-tokenization](https://hashnode.com/tag/subword-tokenization)
-   [#byte-pair-encoding](https://hashnode.com/tag/byte-pair-encoding)
-   [#deep-learning](https://hashnode.com/tag/deep-learning)

## Written by

[Apurva kanth](https://hashnode.com/@Apurvak3)

@Apurvak3 · India

  
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passionate programmer

Hello my name is Apurva!! Turning caffeine & code into automation ✨ | Exploring AI, LLMs & backend magic ⚙️ | Learning. Building. Evolving.

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