The Future of Text Prediction
Key Features:
✔️ Instant word predictions
✔️ Intelligent backoff algorithm
✔️ Clean, user-friendly interface
✔️ Optimized for speed and accuracy
Presentation date: April 11, 2025
April 11, 2025
Key Features:
✔️ Instant word predictions
✔️ Intelligent backoff algorithm
✔️ Clean, user-friendly interface
✔️ Optimized for speed and accuracy
Presentation date: April 11, 2025
Core Technology:
- N-gram language model (1-4 grams)
- Katz backoff smoothing
- Optimized weights: 0.6 (trigram), 0.3 (bigram), 0.1 (unigram)
Prediction Process:
1. Tokenizes input text
2. Searches for matching n-grams
3. Applies backoff when needed
4. Returns top 5 most probable words
Example Prediction:
Input: “I want to”
Output:
1. go
2. eat
3. see
4. buy
5. play
Applications:
- Mobile keyboards
- Chat applications
- Accessibility tools
- Content creation
Investment Needs:
- $50k for development
- Cloud infrastructure
- Mobile integration
Document generated on: April 11, 2025
Contact: xavier.rodriguezromerol@company.com