Tafsiri ya Mashine
Tafsiri ya mashine (MT) ni kazi ya uchakataji lugha asilia ambayo hubadilisha kiotomatiki maandishi katika lugha moja kwenda lugha nyingine. MT ya kisasa imejengwa juu ya mifumo ya neva ya mlolongo-kwa-mlolongo — utaratibu wa umakini ulioanzishwa na Bahdanau et al. (2015) na usanifu wa transformer wa Vaswani et al. (2017) — na inapanua ufikiaji wa vyanzo kwa uchambuzi na utafiti wa data ya lugha nyingi.
Soma mbinu kamili
Ingia kwa akaunti ya bure ili kusoma sehemu hii.
Method map
The neighbourhood of related methods — select a node to explore.
Vyanzo
- Bahdanau, D., Cho, K. & Bengio, Y. (2015). Neural Machine Translation by Jointly Learning to Align and Translate. International Conference on Learning Representations (ICLR). link ↗
- Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L. & Polosukhin, I. (2017). Attention Is All You Need. Advances in Neural Information Processing Systems (NeurIPS). link ↗
Jinsi ya kunukuu ukurasa huu
ScholarGate. (2026, June 1). Machine Translation. ScholarGate. https://scholargate.app/sw/text-mining/machine-translation
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- Uchanganuzi wa Maandishi Lugha-NjeUchimbaji wa Matini↔ compare
- Uainishaji wa sehemu za hotuba (POS Tagging)Uchimbaji wa Matini↔ compare
- Uchanganuzi wa HisiaUchimbaji wa Matini↔ compare
Imerejelewa na
Umeona tatizo kwenye ukurasa huu? Ripoti au pendekeza marekebisho →