BabelArena: A Large-Scale Multilingual Benchmark for LLM Agents
BabelFlow is introduced, a benchmark-general agentic workflow that adapts existing agent benchmarks to new languages by analyzing runtime dependencies, coordinating structure-preserving translation, and combining multi-layer verification with human review to preserve task and evaluation semantics.
Peng Kuang, Yu-Chun Fan, Jiang-Nan Li et al.
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