New Korean benchmark KLEAR links LLM evaluation to application requirements

Researchers introduced KLEAR, a Korean benchmark built by controlled transformation of existing LLM benchmarks to evaluate models against specific application requirements rather than broad knowledge-domain accuracy alone.

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1. 2026-11-09 05:00 · arXiv cs.CL
   KLEAR: Knowledge-Matched LLM Evaluation in Korean across Application Requirements via Controlled Benchmark Transformation