Tag3 posts

#nlp

All posts tagged nlp.

By Özgür Işık Damar24 Sept 202612 min read
The locked holdout I had to run twice — and why both runs are public
My locked test set ran twice: one field hid 1,151 questions from the headline score. How I fixed the data, proved the model never moved, and published both runs.
By Özgür Işık Damar6 May 202610 min read
The week an LLM hallucinated a political position — and a journalist nearly quoted it
An auto-generated TBMM summary said a member voted on a bill that hadn't been voted on. The journalist held the story for 24 hours. Four days of building a verification layer that can say no.
By Özgür Işık Damar22 Mar 202611 min read
Speaker attribution on noisy OCR: an evening-by-evening notebook
How a regex turned a Speaker's plea for silence into twelve confident misattributions, and the five evenings it took to climb from 95.6% to 99.1% accuracy across 850 parliamentary sessions.

The locked holdout I had to run twice — and why both runs are public