作者位次 #10/14ACL 2026Poster· Natural Language Processing
A gency B ench: Benchmarking the Frontiers of Autonomous Agents in 1 M -Token Real-World Contexts
Keyu Li · Junhao Shi · Yang Xiao · Mohan Jiang · Jie Sun · Yunze Wu · Dayuan Fu · Shijie Xia · Xiaojie Cai · Tianze Xu · Weiye Si · Wenjie Li · Dequan Wang · Pengfei Liu
摘要
Large Language Models (LLMs) based autonomous agents demonstrate multifaceted capabilities to contribute substantially to economic production. However, existing benchmarks remain focused on single agentic capability, failing to capture long-horizon real-world scenarios. Moreover, the reliance on...