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Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2h ago

How NLP Discovers That a “SEAT” Isn’t Always for Sitting

Disclaimer: The use case, the data, and the architecture presented in this article are fictional and entirely hypothetical. This is a… Continue reading on Mediu

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 16h ago

Do Static Word Embeddings Really Fail on Polysemy?

We usually say static embeddings fail on polysemy. And in one important sense, they do. But that may not be the whole story. Continue reading on Medium »

Medium · NLP 👁️ Computer Vision ⚡ AI Lesson 17h ago

Spiral RoPE: Vision Transformers Finally Learn to See Diagonals

In the fourth part of my RoPE series, we leave language behind and move into vision. When rotary position embeddings get adapted for image… Continue reading on

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 17h ago

Spiral RoPE

RoPE serisinin dördüncü yazısında bu sefer dili bırakıp görüntüye geçiyoruz. Dil modellerinin olmazsa olmazı olan dönel konum gömme… Continue reading on Medium

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 18h ago

5 methods every NLP/AI engineer should know

Here are the 5 methods every NLP/AI engineer should know: Continue reading on Medium »

Medium · NLP 📐 ML Fundamentals ⚡ AI Lesson 20h ago

GRU in NLP: A Simpler Alternative to LSTM That Still Works Very Well

In a previous NLP series blog, we learned about LSTM and why it became an important sequence model. It was introduced because RNNs… Continue reading on Medium »

Medium · NLP ⚡ AI Lesson 21h ago

Out with the Old, In with the New: Portfolios Speak Louder Than Metrics

A sentence-level analysis of 34,645,767 US earnings call sentences to understand where FinBERT’s news-headline-trained architecture… Continue reading on Medium

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

Over Two Decades of Handwriting, One Local Language Model, and an OCR Problem

On building a personal AI from a physical diary archive — and why the hardest part of the pipeline isn’t the model Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

From “Hello World” to “Hello Human”: My NLP Journey Begins

For a long time, my interaction with computers was limited to rigid code and logic. I spoke “Python”, and the machine followed orders. But… Continue reading on

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

Mastering LangChain: A Deep Technical Guide to Building LLM-Powered Applications

1. Introduction to LangChain Continue reading on Medium »

Medium · NLP 📐 ML Fundamentals ⚡ AI Lesson 1d ago

Word2Vec Explained: How Machines Finally Learned the Meaning of Words

The 2013 Google paper that changed NLP forever Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

#1 — Transformer’ın Matematiği: Attention

Yaklaşık 4 yıldır transformer mimarisini kullanan modeller geliştiriyorum. Bazen aklıma şu soru geliyor: Acaba hazır modelleri kullanmadan… Continue reading on

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

Structural Limits of Statistical Language Models

Where AI Breaks: The Hidden Grammar Problem Inside Every LLM Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

Word embeddings: meaning vs similarity

Natural Language Processing (NLP) took a major leap forward with the introduction of word embeddings, a technique that transforms words… Continue reading on Med

Medium · NLP ⚡ AI Lesson 1d ago

How NLP Makes Chatbots and Virtual Assistants Understand Us

Have you ever wondered how a chatbot instantly replies to your message or how a virtual assistant understands your voice command within… Continue reading on Med

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

Word embeddings: meaning vs similarity

Natural Language Processing (NLP) took a major leap forward with the introduction of word embeddings, a technique that transforms words… Continue reading on Med