Needle in the Web: A Benchmark for Retrieving Targeted Web Pages in the Wild

Yumeng Wang, Tianyu Fan, Lingrui Xu +1

Large Language Models (LLMs) have evolved from simple chatbots into sophisticated agents capable of automating complex real-world tasks, where browsing and reasoning over live web…