Papers by Quinn Snell
You Don’t Have Time to Read This: An Exploration of Document Reading Time Prediction (2020.acl-main)
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Orion Weller, Jordan Hildebrandt, Ilya Reznik, Christopher Challis, E. Shannon Tass, Quinn Snell, Kevin Seppi
| Challenge: | Existing work on reading time prediction has focused on word level only predictions . however, previous work has focused only on word levels . |
| Approach: | They perform an experiment to examine how different features of text contribute to the time it takes to read, distributing and collecting data from over a thousand participants. |
| Outcome: | The proposed method combines a large number of machine learning methods with textual and stylistic factors to predict the time it takes to read. |