~/talk

On Suggesting Phrases vs. Predicting Words for Mobile Text Composition

Talkat UIST 2016 · 2016-10-16..10-19· [machine-learning]
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Extends a mobile keyboard to show phrase previews under the three next-word slots and accept them with repeated taps; built a prototype that pulls phrases from Yelp and ran a within-subjects restaurant-review study. Phrase visibility yields ~15% more words coming from suggestions and 24% of successive same-slot taps occur within 300 ms (0% in the word-only condition), while overall typing speed and error rate stay unchanged. Users report phrases spark ideas but can feel trite or overly prescriptive, with examples like the best thing about this place and lunch menu is very reasonably priced.

AI-written summary · about

  1. 0:00Intro
  2. 0:19Predicting Words
  3. 2:58Openended Composition Task
  4. 3:40In Lab Experiment
  5. 5:36Results
  6. 6:08Time between successive acceptances
  7. 7:03Text entry metrics
  8. 8:17More than efficiency
  9. 9:04Audience questions
  10. 10:26Inspiration
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