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Natural Language Processing

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

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Perplexity, Smoothing, and What Words Mean
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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
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Hybrid search in Manticore Search

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6 min read
Before LLMs Could Predict, They Had to Count
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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
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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
Cover image for 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
Entity extraction with a 2B model: benchmarks from a personal knowledge graph"

Entity extraction with a 2B model: benchmarks from a personal knowledge graph"

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8 min read
Building an LLM From Scratch for Indic Languages: What No One Tells You About the Hard Parts
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Building an LLM From Scratch for Indic Languages: What No One Tells You About the Hard Parts

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19 min read
Building an AI-Generated Text Detector: A Full-Stack NLP Project Guide

Building an AI-Generated Text Detector: A Full-Stack NLP Project Guide

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7 min read
“Attention Is All You Need,” That One Idea That Made Modern AI Possible from 2017 (Day 4/30 - Beginner AI Series)
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“Attention Is All You Need,” That One Idea That Made Modern AI Possible from 2017 (Day 4/30 - Beginner AI Series)

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5 min read
Horaculo: Detectando Manipulação em Notícias Financeiras com IA"

Horaculo: Detectando Manipulação em Notícias Financeiras com IA"

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4 min read
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