2 papers
cs.AI2025
Guarded Query Routing for Large Language Models
Richard Šléher, William Brach, Tibor Sloboda +2
Query routing, the task to route user queries to different large language model (LLM) endpoints, can be considered as a text classification problem. However, out-of-distribution qu…
cs.AI2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats
William Brach, Kristián Košťál, Michal Ries
The exponential growth of unstructured text data presents a fundamental challenge in modern data management and information retrieval. While Large Language Models (LLMs) have shown…