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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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🇲🇦 Building SILMA-Darija: Open LLMs for Moroccan Arabic & Arabizi

🇲🇦 Building SILMA-Darija: Open LLMs for Moroccan Arabic & Arabizi

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2 min read
Bag of Words & TF-IDF: How NLP Turns Text into Numbers

Bag of Words & TF-IDF: How NLP Turns Text into Numbers

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13 min read
Do LLMs Invent Japanese Law Articles? A Bilingual Benchmark

Do LLMs Invent Japanese Law Articles? A Bilingual Benchmark

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4 min read
Day 17: Neural Networks Refresher for NLP Engineers

Day 17: Neural Networks Refresher for NLP Engineers

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5 min read
I bult an new Machine Learning algorithm capable of doing both Regression and Classification with many more features

I bult an new Machine Learning algorithm capable of doing both Regression and Classification with many more features

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1 min read
How to Build an AI Fanfic Generator That Remembers Canon and Character Voice

How to Build an AI Fanfic Generator That Remembers Canon and Character Voice

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7 min read
Your entity resolution pipeline works on database records. Then you point it at news text.

Your entity resolution pipeline works on database records. Then you point it at news text.

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2 min read
Day 16: Cosine Similarity and Semantic Search Basics

Day 16: Cosine Similarity and Semantic Search Basics

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5 min read
BM25 Explained: The Algorithm Behind Modern Search

BM25 Explained: The Algorithm Behind Modern Search

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12 min read
What If a Transformer Never Had to Forget? Meet the Recurrent Looped Transformer (RLT)

What If a Transformer Never Had to Forget? Meet the Recurrent Looped Transformer (RLT)

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7 min read
What is Text Tagging? Understanding POS and NER in SpaCy

What is Text Tagging? Understanding POS and NER in SpaCy

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2 min read
How to Actually Test a Chatbot (Not "The Answer Looked Fine")

How to Actually Test a Chatbot (Not "The Answer Looked Fine")

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5 min read
Language Models and Languages: Why "Multilingual" Is an Illusion of Equality

Language Models and Languages: Why "Multilingual" Is an Illusion of Equality

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7 min read
Dependency Parsing: How NLP Understands Sentence Structure

Dependency Parsing: How NLP Understands Sentence Structure

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8 min read
Day 14: FastText and Subword Embeddings

Day 14: FastText and Subword Embeddings

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5 min read
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