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cs.CL2026
Auditing Web Agent Evaluation on WebArena-Lite: Human Review of Outcomes and Trajectories
Chengguang Gan, Zimeng He, Yoshihiro Tsujii +3
Web agents are an important application of large language models, yet their evaluation often depends on rule based or language model evaluators that inspect only the final outcome.…
cs.CL2026
GuideWeb: A Benchmark for Automatic In-App Guide Generation on Real-World Web UIs
Chengguang Gan, Yoshihiro Tsujii, Yunhao Liang +3
Digital Adoption Platform (DAP) provide web-based overlays that deliver operation guidance and contextual hints to help users navigate complex websites. Although modern DAP tools e…