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Natural Language Processing

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

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Day 1: What Is NLP? A Practical Introduction for Engineers

Day 1: What Is NLP? A Practical Introduction for Engineers

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3 min read
Fine-tuning MuRIL for Multilingual Citizen Grievance Classification (with all the bugs I hit)

Fine-tuning MuRIL for Multilingual Citizen Grievance Classification (with all the bugs I hit)

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3 min read
How We Match Messy Human Requests to Real Local Businesses — Without Keyword Search

How We Match Messy Human Requests to Real Local Businesses — Without Keyword Search

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5 min read
Digit Tokenization: Why Commas Fix LLM Arithmetic

Digit Tokenization: Why Commas Fix LLM Arithmetic

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8 min read
How LLMs Work: Transformer, Attention & Next Token Prediction Explained

How LLMs Work: Transformer, Attention & Next Token Prediction Explained

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4 min read
My Release Gate Passed. The Model It Shipped Answered 'Neutral' To Everything.

My Release Gate Passed. The Model It Shipped Answered 'Neutral' To Everything.

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6 min read
Perceived Latency: The Invisible KPI Killing Voice Experiences

Perceived Latency: The Invisible KPI Killing Voice Experiences

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3 min read
The Convergence of Linguistic Mimicry and Reward Optimization: An Analysis of the Mechanisms of Defensive Behavior in Large Language Models

The Convergence of Linguistic Mimicry and Reward Optimization: An Analysis of the Mechanisms of Defensive Behavior in Large Language Models

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3 min read
A 110M-Parameter Model Instead of an LLM? Testing Japanese NLI Cross-Encoders on Real Conversation Logs

A 110M-Parameter Model Instead of an LLM? Testing Japanese NLI Cross-Encoders on Real Conversation Logs

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5 min read
Cross-Lingual Entity Resolution: Why Your Knowledge Graph Has Four Samsungs

Cross-Lingual Entity Resolution: Why Your Knowledge Graph Has Four Samsungs

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4 min read
Building next-word prediction for a keyboard app - pipeline, smoothing algorithms, and vocabulary tradeoffs

Building next-word prediction for a keyboard app - pipeline, smoothing algorithms, and vocabulary tradeoffs

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2 min read
Attention Sinks: Why Streaming LLMs Break When You Evict Token 0

Attention Sinks: Why Streaming LLMs Break When You Evict Token 0

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6 min read
Keyword queries were where keyword search lost

Keyword queries were where keyword search lost

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5 min read
LingoBridge-AI: Simplifying Complex Medical Reports for Rural Patients

LingoBridge-AI: Simplifying Complex Medical Reports for Rural Patients

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1 min read
What Actually Happens When You Ask ChatGPT a Question? A Step-by-Step Journey Inside an LLM

What Actually Happens When You Ask ChatGPT a Question? A Step-by-Step Journey Inside an LLM

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7 min read
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