Browsing Tag
nlp
29 posts
How Transformer Architecture Works — Encoder, Decoder, Tokens, and Context
Transformers changed NLP because they stopped treating text as a simple left-to-right chain. Instead of reading one token…
I built the first open benchmark for federal contracting AI. Here’s what it shows about frontier LLMs.
If you ask GPT-4o or Claude to extract Federal Acquisition Regulation clause numbers from a federal solicitation, a…
Did My LoRA Learn Tenacious Style—or Just Memorize Augmented Patterns?
In Week 11 Tenacious-Bench, we trained a LoRA adapter on Tenacious-style B2B sales emails using Supervised Fine-Tuning (SFT).…
Understanding Text Similarity with Embeddings and Cosine Similarity
How to measure semantic similarity between sentences using modern NLP techniques Introduction Have you ever wondered how search…
Parametric Hubris: Empirical Evidence That Tool Availability Does Not Equal Tool Usage in Frontier Language Models
Parametric Hubris: Empirical Evidence That Tool Availability Does Not Equal Tool Usage in Frontier Language Models Frontier large…
How to Detect Energy Sentiment Anomalies with the Pulsebit API (Python)
How to Detect Energy Sentiment Anomalies with the Pulsebit API (Python) We recently observed a striking anomaly in…
Optimal Turkish Subword Strategies II: What WordPiece Learns from Turkish Morphology
Turkish is generous with morphology. A single lemma can grow into a long surface form — case, possession,…
Sentiment Analysis in C# – Without Python or External APIs
Sentiment Analysis You have text. You want to know if it’s positive, negative, or neutral. The usual options:…
How I Explained LLMs, SLMs & VLMs at Microsoft
Why This Talk Mattered I recently had the opportunity to present my thoughts on LLMs, SLMs, and VLMs…
Chatbot Sentiment Tracking: Analyze Customer Emotions
When a customer types “I’ve been waiting for THREE DAYS and still no response,” your chatbot needs to…
