Next Word Prediction App
Sulaiman Allouh
October 26, 2024
Introduction
- Purpose: Predict the next word in a given phrase.
- Motivation: Enhance text input efficiency and user experience.
Methodology
- Data: en_US.blogs.txt, en_US.twitter.txt, en_US.news.txt
- Model: N-gram model with smoothing
Demonstration
!Screenshot of the app
- User inputs a phrase.
- App predicts the next word.
Conclusion and Future Work
- Benefits: Improves typing speed and accuracy.
- Future Work: Integrate with more data sources, improve model
accuracy.