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Natural Language Processing

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

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Classifying Amazon Reviews with Python: From Raw Text to 88% Accuracy

Classifying Amazon Reviews with Python: From Raw Text to 88% Accuracy

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2 min read
Voice-to-Schema: Turning "Track My Invoices" Into a Real Table

Voice-to-Schema: Turning "Track My Invoices" Into a Real Table

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4 min read
AUGMANITAI: 1,000+ Terms for What Happens When Humans Interact with LLMs

AUGMANITAI: 1,000+ Terms for What Happens When Humans Interact with LLMs

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2 min read
How to Score Text Readability in TypeScript (Zero Dependencies)

How to Score Text Readability in TypeScript (Zero Dependencies)

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6 min read
Financial News Sentiment Analyzer

Financial News Sentiment Analyzer

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5 min read
Perplexity, Smoothing, and What Words Mean

Perplexity, Smoothing, and What Words Mean

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11 min read
Let's build a Full Text Search Engine in Python

Let's build a Full Text Search Engine in Python

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6 min read
Hybrid search in Manticore Search

Hybrid search in Manticore Search

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6 min read
Before LLMs Could Predict, They Had to Count

Before LLMs Could Predict, They Had to Count

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8 min read
How I automated text dataset cleaning for ML training with AI (and why regex wasn't enough)

How I automated text dataset cleaning for ML training with AI (and why regex wasn't enough)

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3 min read
I trained a 354M LLM alone and it outperforms GPT-2 Medium in epistemic calibration

I trained a 354M LLM alone and it outperforms GPT-2 Medium in epistemic calibration

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1 min read
Context-Anchored Generation (CAG): Fixing Hallucinations at the Decoding Layer

Context-Anchored Generation (CAG): Fixing Hallucinations at the Decoding Layer

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2 min read
title: Building a Free Arabic Speech-to-Text Engine using Hugging Face & Next.js

title: Building a Free Arabic Speech-to-Text Engine using Hugging Face & Next.js

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2 min read
Building Media Literacy at Scale: How The Balanced News Calibrates Political Bias Across 7 Indian Languages

Building Media Literacy at Scale: How The Balanced News Calibrates Political Bias Across 7 Indian Languages

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6 min read
Exploring ChatGPT Alternatives: AI Chatbots for Every Need

Exploring ChatGPT Alternatives: AI Chatbots for Every Need

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1 min read
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