xml

NVIDIA released Nemotron 550B Ultra, a large language model featuring a clean XML-based tool calling interface instead of JSON schemas, with tool results delivered as user messages in XML tags.

A discussion about parsing XML EXIF data from AVIF files, including a technical rant on the topic.

The article argues that using CDATA sections in RSS/Atom feeds is problematic due to the special case of escaping the ']]>' sequence, and recommends using standard XML escaping instead for simplicity and uniformity.

This paper introduces Ishigaki-IDS-Bench, a benchmark for evaluating LLMs' ability to generate Information Delivery Specification (IDS) XML from BIM information requirements. Evaluation of 10 LLMs shows best models achieve 65.6% macro F1 for content agreement but only 27.7% pass the Content audit, indicating struggles with standard and vocabulary constraints.