Muhtasari wa Maandishi ya Lugha Nyingi
Ufupishaji wa maandishi ya lugha nyingi hutumia mifumo ya "encoder-decoder" ya lugha nyingi iliyefunzwa awali — kama vile mT5 au mBART — kutoa muhtasari mfupi wa hati zilizoandikwa kwa lugha nyingi, iwe ndani ya lugha moja (monolingual) au katika lugha tofauti (cross-lingual). Kurekebisha mifumo hii kwenye vigezo vya ufupishaji wa lugha nyingi kama XL-Sum huwezesha kufunika lugha nyingi kwa mfumo mmoja.
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
- Xue, L., Constant, N., Roberts, A., Kale, M., Al-Rfou, R., Siddhant, A., Barua, A., & Raffel, C. (2021). mT5: A Massively Multilingual Pre-Trained Text-to-Text Transformer. Proceedings of NAACL-HLT 2021, pp. 483–498. Association for Computational Linguistics. link ↗
- Hasan, T., Bhattacharjee, A., Islam, M. S., Mubasshir, K., Li, Y.-F., Kang, Y.-B., Rahman, M. S., & Shahriyar, R. (2021). XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages. Findings of ACL-IJCNLP 2021, pp. 4693–4703. Association for Computational Linguistics. link ↗
Jinsi ya kunukuu ukurasa huu
ScholarGate. (2026, June 3). Multilingual Text Summarization. ScholarGate. https://scholargate.app/sw/deep-learning/multilingual-text-summarization
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.
- Muhtasari wa Maandishi UlioboreshwaUjifunzaji wa Kina↔ compare
- Uainishaji wa msingi wa RoBERTa wa lugha nyingiUjifunzaji wa Kina↔ compare
- Kigeuzi Lugha NyingiUjifunzaji wa Kina↔ compare
- Sentence Embeddings (Vibandiko vya Sentensi)Ujifunzaji wa Kina↔ compare
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