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Natural Language Processing

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

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Build a Text Summarizer with Hugging Face Transformers

Build a Text Summarizer with Hugging Face Transformers

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6 min read
RAG - Query Transformation and Expansion

RAG - Query Transformation and Expansion

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2 min read
We measured the LLM signature in 398,296 Korean journal abstracts

We measured the LLM signature in 398,296 Korean journal abstracts

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4 min read
Day 8: Named Entity Recognition (NER) Fundamentals

Day 8: Named Entity Recognition (NER) Fundamentals

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5 min read
Day 5: TF-IDF Explained and Implemented from Scratch

Day 5: TF-IDF Explained and Implemented from Scratch

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5 min read
Why AI understands formal Arabic but gets lost in dialects

Why AI understands formal Arabic but gets lost in dialects

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2 min read
# I Shipped the First Real Stage of My Fanfiction Taste Engine, and It Isn't What I Originally Planned

# I Shipped the First Real Stage of My Fanfiction Taste Engine, and It Isn't What I Originally Planned

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3 min read
I Turned 200+ Chinese Character Confusions Into a Structured Dataset

I Turned 200+ Chinese Character Confusions Into a Structured Dataset

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5 min read
The 500x Data Gap: Why AI Makes 4x More Errors in Swahili Than English

The 500x Data Gap: Why AI Makes 4x More Errors in Swahili Than English

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2 min read
Why I Built a 23,000+ Record Open Dataset for Gujarati AI

Why I Built a 23,000+ Record Open Dataset for Gujarati AI

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2 min read
Day 1: What Is NLP? A Practical Introduction for Engineers

Day 1: What Is NLP? A Practical Introduction for Engineers

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3 min read
Fine-tuning MuRIL for Multilingual Citizen Grievance Classification (with all the bugs I hit)

Fine-tuning MuRIL for Multilingual Citizen Grievance Classification (with all the bugs I hit)

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3 min read
How We Match Messy Human Requests to Real Local Businesses — Without Keyword Search

How We Match Messy Human Requests to Real Local Businesses — Without Keyword Search

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5 min read
Digit Tokenization: Why Commas Fix LLM Arithmetic

Digit Tokenization: Why Commas Fix LLM Arithmetic

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8 min read
How LLMs Work: Transformer, Attention & Next Token Prediction Explained

How LLMs Work: Transformer, Attention & Next Token Prediction Explained

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4 min read
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