{"id":3397,"date":"2022-10-12T12:19:48","date_gmt":"2022-10-12T12:19:48","guid":{"rendered":"https:\/\/edsweb.co.in\/idioma\/?p=3397"},"modified":"2022-10-12T12:19:48","modified_gmt":"2022-10-12T12:19:48","slug":"what-is-neural-machine-translation-nmt","status":"publish","type":"post","link":"https:\/\/www2.idioma.com\/sv\/vad-ar-neural-maskin-oversattning-nmt","title":{"rendered":"Vad \u00e4r neural maskin\u00f6vers\u00e4ttning (NMT)?"},"content":{"rendered":"

\"\"<\/p>\n

Neural maskin\u00f6vers\u00e4ttning (NMT) anv\u00e4nder maskininl\u00e4rning och ett artificiellt neuralt n\u00e4tverk f\u00f6r att utf\u00f6ra spr\u00e5k\u00f6vers\u00e4ttning. Den f\u00f6ruts\u00e4ger sannolikheten f\u00f6r en sekvens av ord och modellerar vanligtvis hela meningar i en enda integrerad modell.
\nL\u00e5t oss g\u00f6ra en djupdykning i NMT och hur det kan effektivisera \u00f6vers\u00e4ttningsprocesser.<\/p>\n

S\u00e5 fungerar neural maskin\u00f6vers\u00e4ttning<\/h1>\n

Neural maskin\u00f6vers\u00e4ttning (NMT) omvandlar automatiskt k\u00e4lltext p\u00e5 ett spr\u00e5k till m\u00e5ltext p\u00e5 ett annat spr\u00e5k.<\/p>\n

Till skillnad fr\u00e5n traditionella statistiska maskin\u00f6vers\u00e4ttningsmodeller (SMT) kr\u00e4ver NMT endast en br\u00e5kdel av minnet. Till skillnad fr\u00e5n konventionella \u00f6vers\u00e4ttningssystem tr\u00e4nas dessutom alla delar av den neurala \u00f6vers\u00e4ttningsmodellen gemensamt (end-to-end) f\u00f6r att maximera \u00f6vers\u00e4ttningsprestandan.<\/p>\n

Med hj\u00e4lp av Neural Machine Translation (NMT) och tillg\u00e4ngliga offentliga \u00f6vers\u00e4ttningsplattformar kan anv\u00e4ndare generera omedelbara \u00f6vers\u00e4ttningar med liten eller ingen anpassning. F\u00f6r att \u00f6ka precisionen kan terminologin skr\u00e4ddarsys baserat p\u00e5 sammanhang, kategori, stil och m\u00e5lgrupp.<\/p>\n

 <\/p>\n

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Neural maskin\u00f6vers\u00e4ttning vs. professionell m\u00e4nsklig \u00f6vers\u00e4ttning<\/h1>\n

Vi anser att NMT \u00e4r en oumb\u00e4rlig del av dagens \u00f6vers\u00e4ttningsprocess. NMT i kombination med \u00f6vers\u00e4ttningsminnen \u00e4r det mest anv\u00e4ndbara verktyget f\u00f6r professionella \u00f6vers\u00e4ttare f\u00f6r att \u00f6ka effektiviteten och resultatet. Det \u00e4r i princip om\u00f6jligt att skala upp \u00f6vers\u00e4ttningsverksamheten utan NMT idag.<\/p>\n

Professionella \u00f6vers\u00e4ttare arbetar med NMT-efterredigering f\u00f6r att s\u00e4kerst\u00e4lla att \u00f6vers\u00e4ttningen \u00e4r naturlig och passar in i sammanhanget f\u00f6r m\u00e5lgruppen. F\u00f6r att effektivt kontrollera \u00f6vers\u00e4ttningskvaliteten kan \u00f6vers\u00e4ttarna f\u00f6rlita sig p\u00e5 obligatoriska QA-kontroller och QA-operat\u00f6rer. Kvalitet uppn\u00e5s genom detta samarbete mellan artificiell intelligens, spr\u00e5kexperter och QA-f\u00f6rfaranden, vilket resulterar i en hybrid\u00f6vers\u00e4ttningsprocess.<\/p>\n

\n
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\n

Neural maskin\u00f6vers\u00e4ttning f\u00f6r alla?<\/h1>\n

NMT \u00e4r allm\u00e4nt tillg\u00e4ngligt f\u00f6r allm\u00e4nheten med hj\u00e4lp av molntj\u00e4nster p\u00e5 plattformar, servrar eller via programvaruintegration med hj\u00e4lp av ett API. Anv\u00e4ndare kan anv\u00e4nda oberoende maskin\u00f6vers\u00e4ttningssystem eller system med \u00f6ppen k\u00e4llkod f\u00f6r att bygga sitt eget NMT-system. Om en korpus med k\u00e4ll- och m\u00e5ltexter p\u00e5 tv\u00e5 spr\u00e5k tillhandah\u00e5lls kan en neural spr\u00e5kmodell uppr\u00e4ttas.<\/p>\n

I kombination med CAT-verktyg kan anv\u00e4ndarna ge professionella \u00f6vers\u00e4ttare \u00f6vers\u00e4ttningsf\u00f6rslag i realtid och samtidigt f\u00f6rb\u00e4ttra kvaliteten p\u00e5 f\u00f6rslagen genom att l\u00e4ra sig av de meningar som tidigare valts.<\/p>\n

Data \u00e4r nyckeln. Det \u00e4r avg\u00f6rande f\u00f6r att skapa ett effektivt NMT-n\u00e4tverk.<\/p>\n<\/div>\n

\n
\"\"<\/div>\n
\n

Offentliga plattformar f\u00f6r maskin\u00f6vers\u00e4ttning och varf\u00f6r man INTE ska anv\u00e4nda dem<\/h1>\n

Vi rekommenderar starkt v\u00e5ra kunder att anv\u00e4nda en maskin\u00f6vers\u00e4ttningsmotor p\u00e5 plats. Offentliga plattformar f\u00f6r maskin\u00f6vers\u00e4ttning (MT) \u00e4r ofta \u00f6ppna och delas, och \u00f6vers\u00e4ttningarna \u00e4r inte alltid konfidentiella.<\/p>\n

NMT-plattformen f\u00f6r idioma\u00ae k\u00f6rs till exempel i v\u00e5rt f\u00f6retagsn\u00e4tverk utan extern \u00e5tkomst. V\u00e5r molnl\u00f6sning anv\u00e4nder datakryptering f\u00f6r att undvika datal\u00e4ckage och vi kan garantera att data aldrig n\u00e5r allm\u00e4nheten.<\/p>\n

NMT \u00e4r f\u00f6r n\u00e4rvarande den mest avancerade \u00f6vers\u00e4ttningsl\u00f6sningen. Den kan producera adekvata \u00f6vers\u00e4ttningar snabbt och, med hj\u00e4lp av professionella \u00f6vers\u00e4ttare, kan den generera kvalitetsresultat. Kostnadsfria offentliga MT-motorer \u00e4r praktiska men har sina begr\u00e4nsningar. Vi anser att n\u00e4sta niv\u00e5 av utveckling, anpassning och s\u00e4kerhet \u00e4r n\u00f6dv\u00e4ndig f\u00f6r att kunna anv\u00e4nda offentliga NMT-plattformar p\u00e5 ett tillfredsst\u00e4llande s\u00e4tt.<\/p>\n<\/div>\n

\"\"<\/p>\n

Offentliga plattformar f\u00f6r maskin\u00f6vers\u00e4ttning och varf\u00f6r man INTE ska anv\u00e4nda dem<\/h1>\n

Vi rekommenderar starkt v\u00e5ra kunder att anv\u00e4nda en maskin\u00f6vers\u00e4ttningsmotor p\u00e5 plats. Offentliga plattformar f\u00f6r maskin\u00f6vers\u00e4ttning (MT) \u00e4r ofta \u00f6ppna och delas, och \u00f6vers\u00e4ttningarna \u00e4r inte alltid konfidentiella.<\/p>\n

NMT-plattformen f\u00f6r idioma\u00ae k\u00f6rs till exempel i v\u00e5rt f\u00f6retagsn\u00e4tverk utan extern \u00e5tkomst. V\u00e5r molnl\u00f6sning anv\u00e4nder datakryptering f\u00f6r att undvika datal\u00e4ckage och vi kan garantera att data aldrig n\u00e5r allm\u00e4nheten.<\/p>\n

NMT \u00e4r f\u00f6r n\u00e4rvarande den mest avancerade \u00f6vers\u00e4ttningsl\u00f6sningen. Den kan producera adekvata \u00f6vers\u00e4ttningar snabbt och, med hj\u00e4lp av professionella \u00f6vers\u00e4ttare, kan den generera kvalitetsresultat. Kostnadsfria offentliga MT-motorer \u00e4r praktiska men har sina begr\u00e4nsningar. Vi anser att n\u00e4sta niv\u00e5 av utveckling, anpassning och s\u00e4kerhet \u00e4r n\u00f6dv\u00e4ndig f\u00f6r att kunna anv\u00e4nda offentliga NMT-plattformar p\u00e5 ett tillfredsst\u00e4llande s\u00e4tt.<\/p>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

Neuronal maskin\u00f6vers\u00e4ttning (NMT) anv\u00e4nder maskininl\u00e4rning och ett artificiellt neuralt n\u00e4tverk f\u00f6r att utf\u00f6ra spr\u00e5k\u00f6vers\u00e4ttning. Den f\u00f6ruts\u00e4ger sannolikheten f\u00f6r en ordf\u00f6ljd och modellerar vanligtvis hela meningar i en enda integrerad modell. L\u00e5t oss g\u00f6ra en djupdykning i NMT och hur den kan effektivisera \u00f6vers\u00e4ttningsprocesserna. Hur neuronal maskin\u00f6vers\u00e4ttning fungerar Neuronal maskin\u00f6vers\u00e4ttning (NMT) omvandlar automatiskt ...<\/p>\n

Vad \u00e4r neural maskin\u00f6vers\u00e4ttning (NMT)?<\/span> L\u00e4s mer \"<\/a><\/p>","protected":false},"author":1,"featured_media":3415,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[9],"tags":[],"class_list":["post-3397","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-idioma"],"yoast_head":"\nWhat is Neural Machine Translation (NMT)? - idioma<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www2.idioma.com\/sv\/vad-ar-neural-maskin-oversattning-nmt\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is Neural Machine Translation (NMT)? - idioma\" \/>\n<meta property=\"og:description\" content=\"Neural machine translation\u00a0(NMT) uses\u00a0machine learning and an artificial neural network to perform language translation. 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It predicts the likelihood of a sequence of words, typically modeling entire sentences in a single integrated model. Let’s deep dive into NMT and how it can streamline translation processes. How neural machine translation works Neural machine translation (NMT) automatically converts … What is Neural Machine Translation (NMT)? 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