A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets

This work introduces a benchmark and online evaluation framework for predicting user actions in spreadsheets. It created 52 high-quality action sequences, allowing systems to predict what users will do next based on their past actions. The framework tests how well predictions are made by simulating the user's acceptance or rejection of those predictions after every step.

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