The problem of conversational web navigation is described as follow: a digital agent controls a web browser and follows user instructions to solve real-world tasks in a multi-turn dialogue fashion. It was introduced alongside the WebLINX benchmark (Lù, Kasner, Reddy, 2024), and complements tasks such as Autonomous Web Navigation. It is one of many problems tackled by generalist (web) agents.
데이터셋
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WebLINX is a large-scale benchmark of 100K interactions across 2300 expert demonstrations of conversational web navigation. It covers a broad range of patterns on over 150 real-world websites and can be used to train and evaluate agents in diverse scenarios.