Charting the European LLM Benchmarking Landscape: A New Taxonomy and a Set of Best Practices

arXiv — cs.CLWednesday, October 29, 2025 at 4:00:00 AM
A recent study has shed light on the evolving landscape of large language model (LLM) benchmarking in Europe, introducing a new taxonomy and best practices for evaluating these models in non-English languages. This is significant as it addresses the gap in understanding how LLMs perform across different languages, ensuring that advancements in AI are accessible and effective for a broader audience. By categorizing benchmarks specifically for multilingual scenarios, the research paves the way for more inclusive AI development.
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