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most citedSpider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

2 citations · 2 across the 3 of their papers we have counts for

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cs.CL2024

AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials

Yiheng Xu, Dunjie Lu, Zhennan Shen +5

Graphical User Interface (GUI) agents can automate complex tasks across digital environments, but their development is hindered by the scarcity of high-quality trajectory data for…

cs.AI2024★ 2 cited

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Ruisheng Cao, Fangyu Lei, Haoyuan Wu +20

Data science and engineering workflows often span multiple stages, from warehousing to orchestration, using tools like BigQuery, dbt, and Airbyte. As vision language models (VLMs)…