PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents
Hongliang Li, Yijin Liu, Zhiwei Zhang et al.
· 1 citation
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Preprint
Jul 2026
PolyWorkBench: Benchmarking LLM Agents for Cross-Lingual Long-Horizon Workflows
Benchmark evaluations reveal that agent performance varies substantially across languages and drops sharply on the harder cross-lingual tasks, and analysis shows that multilingual execution exposes systematic failure modes across planning, tool interaction, and decision-making in long-horizon agents.
Hongliang Li, Yijin Liu, Zhiwei Zhang et al.
· 0 citations