作者位次 #7/12ACL 2026Poster· Natural Language Processing
MPR - GUI : Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents
Ruihan Chen · Qiming Li · Xiaocheng Feng · Weihong Zhong · Xiaoliang Yang · Yuxuan Gu · Zekun Zhou · Yunfei Lu · Haoyu Ren · Kun Chen · Dandan Tu · Bing Qin
摘要
Large Vision–Language Models (LVLMs) have shown strong potential as multilingual Graphical User Interface (GUI) agents, as evidenced by existing GUI benchmarks. However, these benchmarks exhibit two primary limitations: (1) although Perception and Reasoning (P R) capabilities are fundamental for...