XML
PulseAugur coverage of XML — every cluster mentioning XML across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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LLMs natively understand BPMN, bypassing need for custom AI integrations
Large Language Models like Claude can already understand and analyze Business Process Model and Notation (BPMN) files without custom integrations, as the standard's XML format and element names are likely present in the…
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Handlebars LLM Prompt Vulnerability Exposes Role Injection Risks
A new research paper details a vulnerability in Handlebars templating, commonly used in LLM prompts, that can lead to structural role injection. The study found that Handlebars' default HTML escaping mechanism fails to …
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LLM structured output: XML tags for delimiters, JSON for data
Developers often struggle with Large Language Models (LLMs) generating structured output that includes conversational text, making parsing difficult. A common solution involves using XML tags as delimiters around JSON d…
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NTU team generates simulation-ready 3D assets from single images
Researchers from Nanyang Technological University (NTU) have developed PhysX-Anything, a system capable of generating physically simulated 3D assets from a single image. This advancement moves beyond merely creating vis…
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Developers urged to use XML tags over JSON mode for LLM outputs
Developers are advised to use structured XML tags instead of JSON mode for LLM outputs, as XML offers better resilience against model migrations and streaming issues. This approach provides a more robust contract betwee…
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New benchmark tests LLMs on generating industry-standard XML for BIM
Researchers have introduced Ishigaki-IDS-Bench, a new benchmark designed to evaluate the capability of large language models (LLMs) in generating Information Delivery Specification (IDS) XML from Building Information Mo…
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MILM model uses LLMs for irregular time series data
Researchers have developed MILM, a large language model designed to process multimodal irregular time series data. This model represents time-series data as XML triplets and employs a two-stage fine-tuning strategy. The…
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Cultural heritage data transformed into semantic knowledge graph
A data scientist has detailed the process of transforming static XML data into an interoperable knowledge graph using RDF. This project focused on cultural heritage data from the Murcia region, aiming to make it more re…
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Prompt engineering advances with automated optimization and structured techniques
Prompt engineering is evolving into a systematic discipline, moving beyond simple instructions to advanced techniques for optimizing LLM output. Tools like DSPy automate prompt structure and example selection, transform…
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RustDiff offers semantic JSON and XML file comparison for desktop users
RustDiff is a new desktop application designed for comparing JSON and XML files. Unlike traditional line-by-line comparisons, RustDiff analyzes the semantic structure of the files. It is built using GTK4 and Libadwaita,…