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Steering Semantic Data Processing With DocWrangler

Shreya Shankar, Bhavya Chopra, Mawil Hasan, Stephen Lee, Bjoern Hartmann, Joseph M. Hellerstein, Aditya G. Parameswaran, Eugene Wu

arXivDOIPublisher
2025Year
3Top-tier citations

Abstract

intent is hard to communicat  Prompts need to be detailed and dataspecific  LLM behavior varies across document  Requires fine-grained decomposition A B C Docs & Outputs condition discomfort_level symptoms

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