A Mozilla lan\u00e7ou uma ferramenta para tradu\u00e7\u00e3o autom\u00e1tica autossuficiente de um idioma para outro, funcionando no sistema local do usu\u00e1rio sem a necessidade de servi\u00e7os externos. O projeto est\u00e1 sendo desenvolvido como parte da iniciativa Bergamot em colabora\u00e7\u00e3o com pesquisadores de v\u00e1rias universidades do Reino Unido, Est\u00f4nia e Rep\u00fablica Tcheca, com apoio financeiro da Uni\u00e3o Europeia. Os desenvolvimentos est\u00e3o sendo distribu\u00eddos sob a licen\u00e7a MPL 2.0. <\/p>\n
O projeto inclui o motor bergamot-translator, ferramentas para treinamento aut\u00f4nomo do sistema de aprendizado de m\u00e1quina e modelos prontos para 14 idiomas, incluindo modelos experimentais para tradu\u00e7\u00e3o entre ingl\u00eas e russo. O n\u00edvel de tradu\u00e7\u00e3o pode ser avaliado em uma demonstra\u00e7\u00e3o online. <\/p>\n
O motor \u00e9 escrito em C++ e representa uma camada sobre o framework de tradu\u00e7\u00e3o autom\u00e1tica Marian, que utiliza redes neurais recorrentes (RNN) e modelos de linguagem baseados em transformadores. Para acelerar o aprendizado e a tradu\u00e7\u00e3o, pode ser utilizado um GPU. O framework Marian tamb\u00e9m \u00e9 utilizado para suportar o servi\u00e7o de tradu\u00e7\u00e3o Microsoft Translator e \u00e9 desenvolvido principalmente por engenheiros da Microsoft, junto com pesquisadores das universidades de Edimburgo e Pozna\u0144. <\/p>\n
Para os usu\u00e1rios do Firefox, foi preparado um complemento para tradu\u00e7\u00e3o de p\u00e1ginas da web, que realiza a tradu\u00e7\u00e3o no lado do navegador sem recorrer a servi\u00e7os em nuvem. Anteriormente, o complemento s\u00f3 podia ser instalado em vers\u00f5es beta e builds noturnos, mas agora est\u00e1 dispon\u00edvel tamb\u00e9m para as vers\u00f5es est\u00e1veis do Firefox. No complemento do navegador, o motor, originalmente escrito em C++, \u00e9 compilado para uma representa\u00e7\u00e3o bin\u00e1ria intermedi\u00e1ria WebAssembly atrav\u00e9s do compilador Emscripten. Entre as novas funcionalidades do complemento, destaca-se a capacidade de tradu\u00e7\u00e3o durante o preenchimento de formul\u00e1rios web (o usu\u00e1rio digita texto em seu idioma nativo e ele \u00e9 traduzido em tempo real para o idioma do site atual) e avalia\u00e7\u00e3o da qualidade da tradu\u00e7\u00e3o com marca\u00e7\u00e3o autom\u00e1tica de tradu\u00e7\u00f5es duvidosas para informar o usu\u00e1rio sobre poss\u00edveis erros. \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":"