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📰 Medium · NLP

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How Do Computers Read Text? A Simple Guide to Text Preprocessing, Bag of Words & TF-IDF
Medium · NLP 13h 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 »
Medium · NLP 14h ago
Someone had to do it.
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Medium · NLP 15h 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 »
Can a Smaller AI Model Help Detect Cyberbullying on Indonesian Social Media?
Medium · NLP 16h 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 »
Vectors vs. Embeddings: The Idea Behind Almost Every Modern AI System
Medium · NLP 16h ago
Vectors vs. Embeddings: The Idea Behind Almost Every Modern AI System
If you’ve spent any time around machine learning, you’ve heard “embedding” thrown around constantly — word embeddings, image embeddings… Continue reading on Med
I Fact-Checked My Professor’s AI-Generated Lecture Notes
Medium · NLP 19h ago
I Fact-Checked My Professor’s AI-Generated Lecture Notes
What hunting for hallucinations in 90 pages of NLP course material taught me about how language models actually fail. Continue reading on Medium »
Claude Sonnet 5: Opus Performance at Half the Price?
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 20h ago
Claude Sonnet 5: Opus Performance at Half the Price?
What shipped on June 30, where it beats Opus 4.8, and the tokenizer catch nobody’s talking about Continue reading on Medium »
Medium · NLP 21h ago
What the Markov Assumption Throws Away
When you are texting someone, your phone is constantly trying to predict what word might come next. Sometimes it guesses correctly, and… Continue reading on Med
Two Escaped Cows, a Frustrated Farmer and the Power of State
Medium · NLP 1d ago
Two Escaped Cows, a Frustrated Farmer and the Power of State
Two cows stampeded through my garden this week Continue reading on Medium »
A time when NLP Challenged Everything I Knew
Medium · NLP 📐 ML Fundamentals ⚡ AI Lesson 1d ago
A time when NLP Challenged Everything I Knew
If there is one thing you learn during your first year as an AI Developer, it’s the sinking feeling of looking at a confusion matrix and… Continue reading on Me
Engineering for the Last Mile: Edge Architecture, Voice-First AI, and Overcoming Proximity Bias in…
Medium · NLP ⚡ AI Lesson 1d ago
Engineering for the Last Mile: Edge Architecture, Voice-First AI, and Overcoming Proximity Bias in…
The terminal blinks with a relentless, high-frequency rhythm. In the modern development environments where many of us spend our days, the… Continue reading on M
Building a Dataset of Nigerian Fintech Reviews
Medium · NLP 💰 FinTech & AI for Finance Professionals ⚡ AI Lesson 1d ago
Building a Dataset of Nigerian Fintech Reviews
Every business wants to understand its customers. One of the richest sources of that understanding is often the reviews customers… Continue reading on Medium »
How Neuro Linguistic Programming Helps with Anxiety and Stress Management
Medium · NLP 🧘 Mental Health & Wellbeing Practice ⚡ AI Lesson 1d ago
How Neuro Linguistic Programming Helps with Anxiety and Stress Management
There are moments when anxiety does not feel like a single thought or feeling. It feels like a loop you cannot quite step out of. Continue reading on Medium »
Medium · NLP 1d ago
I Added Tamil to an AI Privacy Model’s Fairness Suite ,Here’s What I Found
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What Is RAG? The Story Behind Retrieval-Augmented Generation and Why It Changed AI Forever
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago
What Is RAG? The Story Behind Retrieval-Augmented Generation and Why It Changed AI Forever
Part 1 of the “Complete Guide to Retrieval-Augmented Generation (RAG)” series Continue reading on Artificial Intelligence in Plain English »
Word Representation
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago
Word Representation
This article is a reader companion to the Word Representation chapter of the Oxford Handbook of Computational Linguistics. It can be read… Continue reading on M
BLEU: The Metric That Taught Machines to Translate
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2d ago
BLEU: The Metric That Taught Machines to Translate
Before deep learning, before transformers, before ChatGPT — there was BLEU. Here’s why it still matters, how it works, and where it falls… Continue reading on M
Evaluating Foundation Models: A Deep Dive into ROUGE
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2d ago
Evaluating Foundation Models: A Deep Dive into ROUGE
How do you measure whether an AI actually understands language? One classic answer is ROUGE and it’s more nuanced than it looks. Continue reading on Medium »
Part 2: Pre-training RoBERTa from Scratch with Curriculum Learning and Bias-Aware Loss
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2d ago
Part 2: Pre-training RoBERTa from Scratch with Curriculum Learning and Bias-Aware Loss
Training a model to learn equitable representations across demographic groups while maintaining its strong language modeling ability. Continue reading on Suppor
Retrieval Augmented Generation
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2d ago
Retrieval Augmented Generation
আপনারা যারা Large Language Models নিয়ে একটু ঘাটাঘাটি করছেন, তারা নিশ্চয়ই খেয়াল করছেন এরা মাঝে মাঝে কী লেভেলের ভাব নেয়! ফ্লুয়েন্টলি… Continue reading on Medium »