Mozilla ha rilasciato un toolkit per la traduzione automatica autonoma da una lingua all\u2019altra, funzionante localmente sul sistema dell'utente senza fare affidamento su servizi esterni. Il progetto \u00e8 sviluppato nell'ambito dell'iniziativa Bergamot in collaborazione con ricercatori di varie universit\u00e0 nel Regno Unito, in Estonia e nella Repubblica Ceca, grazie al supporto finanziario dell'Unione Europea. I risultati sono distribuiti sotto la licenza MPL 2.0. <\/p>\n
Il progetto include il motore bergamot-translator, strumenti per l'addestramento autonomo del sistema di machine learning e modelli pronti per 14 lingue, comprese le versioni sperimentali per la traduzione dall'inglese al russo e viceversa. \u00c8 possibile valutare il livello di traduzione attraverso una demo online. <\/p>\n
Il motore \u00e8 scritto in C++ e rappresenta un collegamento con il framework di traduzione automatica Marian, in cui si utilizza una rete neurale ricorrente (RNN) e modelli di linguaggio basati su transformer. Per accelerare l'apprendimento e la traduzione, \u00e8 possibile utilizzare una GPU. Il framework Marian \u00e8 anche utilizzato per supportare il servizio di traduzione di Microsoft Translator ed \u00e8 sviluppato principalmente da ingegneri di Microsoft in collaborazione con ricercatori delle universit\u00e0 di Edimburgo e Pozna\u0144. <\/p>\n
Per gli utenti di Firefox \u00e8 stato preparato un componente aggiuntivo per la traduzione delle pagine web, che effettua la traduzione direttamente nel browser senza fare riferimento a servizi cloud. In precedenza, il componente aggiuntivo era installabile solo nelle versioni beta e nightly, ma ora \u00e8 disponibile anche per le versioni stabili di Firefox. Nel componente aggiuntivo per il browser, il motore, originariamente scritto in C++, viene compilato in una rappresentazione binaria intermedia WebAssembly utilizzando il compilatore Emscripten. Tra le nuove funzionalit\u00e0 del componenteaggiuntivo si segnala la capacit\u00e0 di tradurre durante la compilazione di web form (l'utente scrive in lingua madre e il testo viene tradotto istantaneamente nella lingua del sito attuale) e la valutazione della qualit\u00e0 della traduzione, con una marcatura automatica delle traduzioni dubbie per informare l'utente riguardo a potenziali errori. \u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Mozilla \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u0441\u0430\u043c\u043e\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430 \u0441 \u043e\u0434\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 \u043d\u0430 \u0434\u0440\u0443\u0433\u043e\u0439, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u043d\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0431\u0435\u0437 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f \u043a \u0432\u043d\u0435\u0448\u043d\u0438\u043c \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u043c. \u041f\u0440\u043e\u0435\u043a\u0442 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0438\u043d\u0438\u0446\u0438\u0430\u0442\u0438\u0432\u044b Bergamot \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u043d\u043e \u0441 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u043e\u0432 \u0412\u0435\u043b\u0438\u043a\u043e\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u0438, \u042d\u0441\u0442\u043e\u043d\u0438\u0438 \u0438 \u0427\u0435\u0445\u0438\u0438 \u043f\u0440\u0438 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u043e\u0439 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0435 \u0415\u0432\u0440\u043e\u0441\u043e\u044e\u0437\u0430. \u041d\u0430\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u044e\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 MPL 2.0. \u041f\u0440\u043e\u0435\u043a\u0442 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u0434\u0432\u0438\u0436\u043e\u043a bergamot-translator, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b 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Fonte: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"