How does Kinyarwanda Machine Translation work?
- Neural Machine Translation (NMT). NMT uses artificial neural networks to improve translation quality by considering entire sentences rather than word-for-word translation.
- Statistical Machine Translation (SMT). SMT relies on statistical models based on the analysis of bilingual text corpora to generate translations.
- Rule-Based Machine Translation (RBMT). RBMT utilizes a set of predefined linguistic rules and bilingual dictionaries to translate text, making it more predictable.
- Hybrid Machine Translation. This approach combines different translation methods, like NMT and SMT, to leverage the strengths of each for better outcomes.