Emery Berger

schoolUniversity of Massachusettsbar_chart#10167 Global Rank

Total Papers

HCI Rank

#10167

Research Areas

Years Active

Recent Publications

Flowco: Mixed-Initiative Authoring of Reliable End-to-End Data Analyses via Dataflow Graphs and LLMs

Conducting data analysis typically involves authoring code to trans- form, visualize, analyze, and interpret data. Large Language Models (LLMs) are now capable of generating such code for simple, routine analyses, and they have the potential to democratize data science by enabling those with limited programming expert…

UIST '195th+ AuthorComputational Methods in HCI

Tea: A High-level Language and Runtime System for Automating Statistical Analysis

Though statistical analyses are centered on research questions and hypotheses, current statistical analysis tools are not. Users must first translate their hypotheses into specific statistical tests and then perform API calls with functions and parameters. To do so accurately requires that users have statistical exper…

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