@sh_reya
Our paper "Steering Semantic Data Processing with DocWrangler" will be receiving a Best Paper Honorable Mention in a couple of weeks at UIST 2025! DocWrangler is a mixed-initiative IDE we built at Berkeley for semantic data processing, where users work with AI to analyze unstructured documents. It addresses the following challenge: even with LLMs, writing effective data pipelines requires constant back-and-forth between understanding your data and expressing what you want. I will give the backstory in this thread, in hopes that folks will be motivated to read the paper :-)