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📰 Medium · NLP

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Why AI Doesn’t Actually Read Your Words (And What It Does Instead)
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 6h ago
Why AI Doesn’t Actually Read Your Words (And What It Does Instead)
Imagine we hand someone a phone book who has never seen the alphabet. They cannot read a single name. But if we tell them “page 512 means… Continue reading on M
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I Built a Phishing Email Detector — And Found Two Dataset Bugs That Would Have Made It Useless
Medium · NLP 9h ago
I Built a Phishing Email Detector — And Found Two Dataset Bugs That Would Have Made It Useless
Most phishing classifiers you see on GitHub share the same problem: they look impressive on paper and fall apart under scrutiny. High… Continue reading on Mediu
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HyDE and IRCoT: Retrieval Tricks That Actually Improve Domain-Specific RAG
Medium · NLP 15h ago
HyDE and IRCoT: Retrieval Tricks That Actually Improve Domain-Specific RAG
Most of the tutorials stop at the “embed the query, use cosine similarity” but the magic of RAG is in something else… Continue reading on Medium »
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Medium · NLP 16h ago
The Secret Behind ChatGPT, Siri, and Google Translate!
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How Machines Learned Human Language: The Story of NLP
Medium · NLP 17h ago
How Machines Learned Human Language: The Story of NLP
Discover how Natural Language Processing evolved from rule-based systems to RNNs, LSTMs, Transformers, BERT, and today’s Large Language… Continue reading on Med
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Backpropagation: The Chain Rule You Already Know
Medium · NLP 17h ago
Backpropagation: The Chain Rule You Already Know
You learned this in calculus. You just didn’t know it would teach a computer to learn. Continue reading on Medium »
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Your Brain vs. The Algorithm: Can AI Really Detect Fake News?
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 18h ago
Your Brain vs. The Algorithm: Can AI Really Detect Fake News?
Every day, millions of people scroll through headlines without questioning whether they’re true. Continue reading on Medium »
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From Prompt to Production #5: ChatGPT Sadece Yazmıyor, Yazdıklarınızı Dönüştürüyor
Medium · NLP 21h ago
From Prompt to Production #5: ChatGPT Sadece Yazmıyor, Yazdıklarınızı Dönüştürüyor
Büyük dil modelleri denildiğinde çoğu kişinin aklına ilk olarak içerik üretmek geliyor. Continue reading on Medium »
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Understanding the Basics of Natural Language Processing (NLP): A Beginner’s Guide
Medium · NLP 22h ago
Understanding the Basics of Natural Language Processing (NLP): A Beginner’s Guide
Introduction Continue reading on Medium »
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Building BASA: A Modern Indonesian NLP Library for the LLM Era
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 22h ago
Building BASA: A Modern Indonesian NLP Library for the LLM Era
Why I started building BASA, the challenges of Indonesian NLP tooling, and the design principles behind a library built for modern AI… Continue reading on Mediu
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LLM Çağında Sense2Vec: Neden Hala Bu Kütüphane Kullanılıyor?
Medium · NLP 22h ago
LLM Çağında Sense2Vec: Neden Hala Bu Kütüphane Kullanılıyor?
Bugün yapay zeka ve Doğal Dil İşleme (NLP) denince herkesin aklına milyarlarca parametreli devasa Transformer modelleri, Claude veya GPT… Continue reading on Me
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Retrieval Is the Moat: Domain-Tuned RAG for Real-Estate AI
Medium · NLP 1d ago
Retrieval Is the Moat: Domain-Tuned RAG for Real-Estate AI
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Amazon Translate Service: Break Language Barriers and Build Global Experiences
Medium · NLP 1d ago
Amazon Translate Service: Break Language Barriers and Build Global Experiences
How Amazon Translate helps developers and businesses add fast, scalable, neural machine translation into applications, websites, documents… Continue reading on
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From Sentence to Settlement: I Turned a Banking Core Into an MCP Server So Claude AI Can Bank For…
Medium · NLP 1d ago
From Sentence to Settlement: I Turned a Banking Core Into an MCP Server So Claude AI Can Bank For…
I built an MCP server on top of a real banking core Continue reading on Medium »
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Medium · NLP 1d ago
Tokenization Explained: The Tiny Step That Makes AI Understand Human Language
Imagine giving a book written in English to someone who only understands numbers. Continue reading on Medium »
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Preparing Your Dataset for LLM Training
Medium · NLP 1d ago
Preparing Your Dataset for LLM Training
Introduction Continue reading on Medium »
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Amazon Comprehend Service: Unlocking Insights from Unstructured Text with Managed NLP on AWS
Medium · NLP 1d ago
Amazon Comprehend Service: Unlocking Insights from Unstructured Text with Managed NLP on AWS
How Amazon Comprehend helps businesses analyze text, detect sentiment, extract entities, identify key phrases, classify documents, and… Continue reading on Medi
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How to Choose an AI Calculation Repair Service That Works With Your Existing Stack
Medium · NLP 1d ago
How to Choose an AI Calculation Repair Service That Works With Your Existing Stack
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What 215,000 Patient Drug Reviews Reveal, and How to Mine Them Without Fooling Yourself
Medium · NLP 1d ago
What 215,000 Patient Drug Reviews Reveal, and How to Mine Them Without Fooling Yourself
A data story about sentiment, complaint patterns, and the discipline that separates a real finding from an artefact. Continue reading on Medium »
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The Bengali Speech AI Revolution: Are We Bridging the Gap?
Medium · NLP 1d ago
The Bengali Speech AI Revolution: Are We Bridging the Gap?
The world of Speech AI is moving at lightning speed, but how well is it serving the 300 million+ Bengali speakers worldwide? Continue reading on Medium »
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How Do Computers Read Text? A Simple Guide to Text Preprocessing, Bag of Words & TF-IDF
Medium · NLP 1d ago
How Do Computers Read Text? A Simple Guide to Text Preprocessing, Bag of Words & TF-IDF
Have you ever typed a message into a chatbot or searched for something on Google and wondered, Continue reading on Medium »
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Medium · NLP 2d ago
Someone had to do it.
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Medium · NLP 2d ago
From Prompt to Production #3: Summarization 101 — Özetlemek Sadece Metni Kısaltmak Değilmiş
Uzun bir metni herkes kısaltabilir. Asıl önemli olan, doğru bilgiyi doğru kişi için özetleyebilmektir. Continue reading on Medium »
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Can a Smaller AI Model Help Detect Cyberbullying on Indonesian Social Media?
Medium · NLP 2d ago
Can a Smaller AI Model Help Detect Cyberbullying on Indonesian Social Media?
Lessons from a CNN-LSTM study on 13,677 comments from social media X Continue reading on Medium »
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