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cs.CL2026★ 1 cited
How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks
Longju Bai, Zhemin Huang, Xingyao Wang +5
The wide adoption of AI agents in complex human workflows is driving rapid growth in LLM token consumption. When agents are deployed on tasks that require a significant amount of t…
cs.CL2025
Chengyu-Bench: Benchmarking Large Language Models for Chinese Idiom Understanding and Use
Yicheng Fu, Zhemin Huang, Liuxin Yang +2
Chinese idioms (Chengyu) are concise four-character expressions steeped in history and culture, whose literal translations often fail to capture their full meaning. This complexity…