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Natural Language Processing

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

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One-Hot Encoding, Bag of Words > (BoW), TF-IDF, Unigram, Bigram, Trigram and N-Gram

One-Hot Encoding, Bag of Words > (BoW), TF-IDF, Unigram, Bigram, Trigram and N-Gram

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10 min read
There is no standard for a Telegram trading signal. Here is what 72,000 of them look like.

There is no standard for a Telegram trading signal. Here is what 72,000 of them look like.

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5 min read
Can AI Really Detect Fake News? What the Research Shows

Can AI Really Detect Fake News? What the Research Shows

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4 min read
How to extract clean article text, author and date from news URLs

How to extract clean article text, author and date from news URLs

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3 min read
AstaBrief 8B: How AllenAI Trained a Small Open Model to Generate Cited Scientific Reports

AstaBrief 8B: How AllenAI Trained a Small Open Model to Generate Cited Scientific Reports

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5 min read
A word's frequency rank is not its difficulty: grading words for a placement test

A word's frequency rank is not its difficulty: grading words for a placement test

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3 min read
I Trained an Open Decision Model on a Free GPU in 46 Minutes. On My Tests, It Beat Laya.

I Trained an Open Decision Model on a Free GPU in 46 Minutes. On My Tests, It Beat Laya.

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6 min read
Shopping search translation is mostly query expansion: what 941 real queries showed

Shopping search translation is mostly query expansion: what 941 real queries showed

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3 min read
A 3B model that beats a 7B: failure-driven orchestration on uncontaminated knowledge

A 3B model that beats a 7B: failure-driven orchestration on uncontaminated knowledge

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6 min read
Teaching a Computer Word Meaning Without a Dictionary

Teaching a Computer Word Meaning Without a Dictionary

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5 min read
Locally-Run AI Model for Multilingual PDF Data Extraction: Focus on Malayalam, Hindi, and English

Locally-Run AI Model for Multilingual PDF Data Extraction: Focus on Malayalam, Hindi, and English

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9 min read
chunklet-py v3.0.0: a smaller install, a smarter chunker, and no more global state

chunklet-py v3.0.0: a smaller install, a smarter chunker, and no more global state

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5 min read
AI Agents - Async Programming and Pytantic Data Validation

AI Agents - Async Programming and Pytantic Data Validation

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2 min read
Decision models are English-first. I measured them in Japanese, then built one.

Decision models are English-first. I measured them in Japanese, then built one.

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7 min read
My First Steps into Word Embeddings with Word2Vec

My First Steps into Word Embeddings with Word2Vec

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2 min read
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