How does Bangla Machine Translation work?
- Statistical Machine Translation (SMT). SMT relies on statistical models to translate text, using large bilingual corpora to generate translations based on probabilities.
- Rule-Based Machine Translation (RBMT). RBMT uses predefined linguistic rules and dictionaries to produce translations, ensuring grammatical correctness.
- Neural Machine Translation (NMT). NMT employs deep learning models to analyze and translate sentences holistically, resulting in more natural and fluent translations.
- Hybrid Approaches. Hybrid approaches combine multiple translation techniques to leverage the strengths of each method for improved accuracy and context understanding.