一作ACL 2026Poster· Natural Language Processing
DR -Arena: an Automated Evaluation Framework for Deep Research Agents
Yiwen Gao · Ruochen Zhao · Yang Deng · Wenxuan Zhang
摘要
As Large Language Models (LLMs) increasingly operate as Deep Research (DR) Agents capable of autonomous investigation and information synthesis, reliable evaluation of their task performance has become a critical bottleneck. Current benchmarks predominantly rely on static datasets, which suffer f...