DeepL Translator

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DeepL Translator
DeepL logo.svg
Type of site
Neural machine translation
Available in24 languages
OwnerDeepL GmbH
Created byLinguee
URLdeepl.com/en/translator
CommercialYes
RegistrationOptional
Launched28 August 2017; 4 years ago (2017-08-28)
Current statusActive

DeepL Translator is a neural machine translation service launched on 28 August 2017 and developed by DeepL GmbH (Linguee), based in Cologne, Germany.[1][2][3] It received generally positive press, with some asserting that it is more accurate and nuanced in some scenarios than leader Google Translate.[4][5]

DeepL started out offering translations between 7 European languages and was gradually expanded to offer 24 languages with 552 language pairs. Additionally, approximations of language equivalence are proposed among all of those languages, using a two-step process via an English pivot.[citation needed]

The company offers a paid subscription service and licenses its translation application programming interface.[6] It is also financed by advertising on its sister site linguee.com.[7]

Service[]

Translation methodology[]

The service uses a proprietary algorithm with convolutional neural networks (CNNs)[4] that have been trained with the Linguee database.[8][9] According to the developers, the service uses a newer, improved architecture of neural networks, which results in a more natural sound of translations compared to competing services.[9] The translation is generated using a supercomputer that reaches 5.1 petaflops and is operated in Iceland with hydropower.[2][10][11] In general, CNNs are slightly more suitable for long, coherent word sequences, but have so far not been used by the competition due to their weaknesses compared to recurrent neural networks. The weaknesses at DeepL are compensated for with additional tricks, some of which are publicly known.[4][12][13]

Translator[]

The translator can be used for free, with a 5,000 characters limit per translation.[14] Commercial software customers can use a paid application programming interface to embed DeepL in their software, from €5.99 per month for personal use.[15]

Microsoft Word documents in Office Open XML file formats (.docx) as well as PowerPoint presentations (.pptx) can also be translated. Footnotes, formatting and embedded images are retained.[16]

As of March 2021, it supports Bulgarian, Chinese (Simplified), Czech, Danish, Dutch, English (US and UK), Estonian, Finnish, French, German, Greek, Hungarian, Italian, Japanese, Latvian, Lithuanian, Polish, Portuguese (European and Brazilian), Romanian, Russian, Slovak, Slovene, Spanish and Swedish.[3]

Pro subscription[]

The DeepL Pro paid subscription for professional translators, companies and developers, which has been available since March 2018, offers a programming interface and a software plug-in for computer-assisted translation tools, including SDL Trados Studio. In contrast to the free version, translated texts are not saved; the text length in the input field is not limited. The pricing model provides for a basic monthly fee that includes a set amount of text, with texts beyond this calculated according to the number of characters.[17] Confidentiality features are also available to deliver translations of submitted text and delete the text as soon as the translation is complete.[14]

History[]

Main article: Linguee

DeepL Translator was launched on 28 August 2017 by Linguee, offering translations between English, German, French, Spanish, Italian, Dutch and Polish.[citation needed]

The service was created by German company Linguee GmbH, founded in 2008 by Gereon Frahling, who used to work for Google, and Leonard Fink. They set up a dictionary for 25 languages that can be used for translation via an online service. With the release of DeepL in 2017, the company name was changed to DeepL GmbH.[18][19] In March 2020, DeepL announced that it had achieved a significant increase in performance compared to its competitors by modifying its AI system.[20]

The Portuguese and Russian languages were added on 5 December 2018,[5][21] and Chinese (Simplified) and Japanese on 19 March 2020.[22][23][24] 13 more European languages were added in March 2021.[25]

In October 2018, the pricing model was revised so that various options are available instead of the initial one payment model.[26] Translation software for Microsoft Windows and macOS was released in September 2019.[27][14]

Reception[]

Reception of DeepL Translator in 2017 has been generally positive, with TechCrunch appreciating it for the accuracy of its translations, stating that it was more accurate and nuanced than Google Translate,[4] and Le Monde thanking its developers for translating French text into more 'French-sounding' expressions.[28] A news article from the website of the Dutch television channel RTL Z stated that DeepL Translator "offers better translations […] when it comes to Dutch to English and vice versa".[29] An Italian newspaper la Repubblica[30] and a Latin American website "WWWhat's new?" showed praise as well.[31] In 2020, Japanese website Gigazine found the Japanese translation to be accurate, even when the text was mixed with dialects.[32]

Press noted it had far fewer languages available for translation than competing products.[5] It also lacks a website translation feature and free app integrations. A 2018 paper by the University of Bologna evaluated the Italian to German translation capabilities and found the preliminary results to be in similar quality to Google Translate.

DeepL claims to have surpassed its competitors in self-conducted blind tests and BLEU scores, including Google Translate, Amazon Translate, Microsoft Translator and Facebook's translation feature.[33][34][35][36][37][38][39] In March 2020, it also claimed to have surpassed aforementioned competitors as well as Baidu's and Youdao's translation features in translating Japanese and Chinese (Simplified).[40]

DeepL Translator won the 2020 Webby Award for Best Practices, and the 2020 Webby Award for Technical Achievement (Apps, Mobile, and Features), both in the category Apps, Mobile & Voice.[41]

Statistics[]

Number of visits on DeepL according to Similarweb

DeepL.com was ranked 2149th in the Alexa ranking of the most visited sites in the world as of January 2019.[42] Most users were from Germany, with a 30% share, followed by France, Switzerland, Spain and Italy. In August 2018, DeepL crossed the threshold of 20 million people using it.[citation needed]

In the 2018 toptools4learning.com rankings, compiled from a sample of around 3,000 respondents in 58 countries, DeepL Translator is ranked 150th for the second consecutive year, qualified as a software for individual productivity.[43]

See also[]

References[]

  1. ^ "Publisher". DeepL.com. Archived from the original on 29 July 2020. Retrieved 10 August 2020.
  2. ^ Jump up to: a b "Press Information". DeepL.com. Archived from the original on 30 March 2019. Retrieved 1 September 2019.
  3. ^ Jump up to: a b Wagner, Janet (20 March 2018). "DeepL Language Translator Expands with Pro Edition and RESTful API". ProgrammableWeb. Archived from the original on 27 March 2019. Retrieved 10 August 2020.
  4. ^ Jump up to: a b c d Coldewey, Devin; Lardinois, Frederic (29 August 2017). "DeepL schools other online translators with clever machine learning". TechCrunch. Archived from the original on 20 February 2018. Retrieved 1 September 2019.
  5. ^ Jump up to: a b c Smolentceva, Natalia (5 December 2018). "DeepL: Cologne-based startup outperforms Google Translate". dw.com. Deutsche Welle. Archived from the original on 5 December 2018. Retrieved 6 December 2018.
  6. ^ van Miltenburg, Olaf (29 August 2017). "Duits bedrijf DeepL claimt betere vertaaldienst dan Google te bieden" [German company DeepL claims to offer better translation service than Google]. Tweakers (in Dutch). Archived from the original on 11 June 2020. Retrieved 10 August 2020.
  7. ^ Schwan, Ben (2 October 2017). "Maschinelles Übersetzen: Deutsches Start-up DeepL will 230 Sprachkombinationen unterstützen" [Machine translation: German start-up DeepL wants to support 230 language combinations]. heise online (in German). Heinz Heise. Archived from the original on 18 January 2018. Retrieved 17 January 2018.
  8. ^ Sanz, Didier (12 March 2018). "Des traductions en ligne plus intelligentes" [Smarter online translations]. Le Figaro (in French).
  9. ^ Jump up to: a b "DSL.sk - Sprístupnený nový prekladač postavený na umelej inteligencii, tvrdí že je najlepší" [A new translator based on artificial intelligence has been made available, claims to be the best]. (in Slovak). 30 August 2017. Archived from the original on 3 July 2020. Retrieved 10 August 2020. Prekladač rovnako ako prekladače najlepších existujúcich konkurentov využíva techniku umelej inteligencie a strojového učenia neurónové siete. Podľa tvorcov ale používa inú výrazne vylepšenú architektúru neurónových sietí s inak prepojenými neurónmi ako doterajšie prekladače, čo mu umožňuje prekladať jazyky prirodzenejšie. Detaily technológie zatiaľ nezverejní. (The translator, like the translators of the best existing competitors, uses the technique of artificial intelligence and neural network machine learning. According to the creators, however, it uses a different, significantly improved architecture of neural networks with differently connected neurons than previous translators, which allows it to translate languages more naturally. Details of the technology will not be published yet.)
  10. ^ Feldman, Michael (31 August 2017). "Startup Launches Language Translator That Taps into Five-Petaflop Supercomputer". TOP500. Archived from the original on 31 August 2017. Retrieved 6 June 2018.
  11. ^ Schwan, Ben (31 August 2017). "Maschinenintelligenz: Der Besserübersetzer" [Machine Intelligence: The Better Translator]. heise online (in German). Heinz Heise. Technology Review. Archived from the original on 28 January 2018. Retrieved 27 January 2018.
  12. ^ Bahdanau, Dzmitry; Cho, Kyunghyun; Bengio, Yoshua (1 September 2014). Neural Machine Translation by Jointly Learning to Align and Translate. arXiv:1409.0473.
  13. ^ Pouget-Abadie, Jean; Bahdanau, Dzmitry; van Merrienboer, Bart; Cho, Kyunghyun; Bengio, Yoshua (October 2014). "Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation". Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation. Stroudsburg, PA, USA: Association for Computational Linguistics: 78–85. arXiv:1409.1257. doi:10.3115/v1/w14-4009. S2CID 353451.
  14. ^ Jump up to: a b c Tarui, Hideto (23 March 2020). "Odoroki no hinshitsu o mushō de ~ AI hon'yaku sābisu "DeepL hon'yaku" ga nihongo to chūgokugo ni taiō - madonoto" 驚きの品質を無償で ～AI翻訳サービス“DeepL翻訳”が日本語と中国語に対応 - 窓の杜 [Amazing quality free of charge - AI translation service "DeepL Translation" is available in Japanese and Chinese]. forest.watch.impress.co.jp (in Japanese). Mado no Mori. Archived from the original on 23 March 2020. Retrieved 24 March 2020.
  15. ^ "DeepL Pro". Deepl.com. Archived from the original on 7 June 2020. Retrieved 26 April 2019.
  16. ^ "One-click Document Translation with DeepL". DeepL.com. 18 July 2018. Archived from the original on 30 March 2019. Retrieved 18 July 2018.
  17. ^ Berger, Daniel (20 March 2018). "DeepL Pro: Neuer Aboservice für Profi-Übersetzer, Firmen und Entwickler" [DeepL Pro: New subscription service for professional translators, companies and developers]. heise online (in German). Heinz Heise. Archived from the original on 20 March 2018. Retrieved 20 March 2018.
  18. ^ "Unternehmensregister" [Business register] (in German). Bundesanzeiger. Archived from the original on 7 September 2017. Retrieved 7 September 2018.
  19. ^ "Why DeepL Got into Machine Translation and How It Plans to Make Money". Slator. 19 October 2017. Retrieved 19 May 2021.
  20. ^ Neuhaus, Elisabeth (25 March 2020). "Spekuliert Deepl auf den Google-Exit, Jaroslaw Kutylowski?" [Is Deepl speculating on the Google exit, Jaroslaw Kutylowski?] (in German). Gründerszene. Archived from the original on 1 April 2020. Retrieved 21 April 2020.
  21. ^ "New languages: Russian and Portuguese!". DeepL.com. 5 December 2018. Archived from the original on 29 July 2020. Retrieved 10 August 2020.
  22. ^ "DeepL Translator learns Japanese and Chinese". DeepL.com. 19 March 2020. Archived from the original on 19 March 2020. Retrieved 19 March 2020.
  23. ^ Berger, Daniel (19 March 2020). "KI-Übersetzer DeepL unterstützt Japanisch und Chinesisch" [AI translator DeepL supports Japanese and Chinese]. heise online (in German). Heinz Heise. Archived from the original on 24 March 2020. Retrieved 24 March 2020.
  24. ^ "'DeepL hon'yaku' ga nihongo taiō,'shizen'na yakubun' to wadai ni Doku benchā ga kaihatsu" 「DeepL翻訳」が日本語対応、「自然な訳文」と話題に 独ベンチャーが開発 ["DeepL Translator" is now available in Japanese, and the German venture has developed a "natural translation"]. www.itmedia.co.jp (in Japanese). ITmedia NEWS. 23 March 2020. Archived from the original on 24 March 2020. Retrieved 24 March 2020.
  25. ^ "DeepL Translator Launches 13 New European Languages". www.deepl.com. 16 March 2021.
  26. ^ "New DeepL Pro pricing plans: Free trial, lower prices, team accounts". DeepL.com. 11 October 2018. Archived from the original on 30 March 2019. Retrieved 20 October 2018.
  27. ^ "DeepL integration in Windows and Mac". DeepL.com. 12 September 2019. Archived from the original on 29 July 2020. Retrieved 10 August 2020.
  28. ^ Larousserie, David; Leloup, Damien (29 August 2017). "Quel est le meilleur service de traduction en ligne ?" [What is the best online translation service?]. Le Monde (in French). Archived from the original on 31 May 2019. Retrieved 1 September 2019. Sur un bref extrait d'une tribune, au style sobre d'un ministre, DeepL a également obtenu de meilleurs résultats que les autres services, grâce à des tournures de phrase plus « françaises » et en évitant un petit piège : les quatre autres ont traduit « to discuss these issues further » par « discuter de ces questions plus loin », ce qui n'est pas correct. DeepL a lui correctement traduit par « discuter de ces questions plus en profondeur ». (In a brief excerpt from a podium, in the sober style of a minister, DeepL also obtained better results than the other services, thanks to more "French" turns of phrase and by avoiding a small trap: the other four translated "to discuss these issues further" by "discuter de ces questions plus loin", which is not correct. DeepL correctly translated it as "discuter de ces questions plus en profondeur".)
  29. ^ Verlaan, Daniël (29 August 2017). "Duits bedrijf belooft betere vertalingen dan Google Translate" [German company promises better translations than Google Translate]. rtlZ.nl (in Dutch). RTL Group. Archived from the original on 8 October 2020. Retrieved 1 September 2017. Volgens DeepL worden hun vertaalresultaten door professionele vertalers ongeveer drie keer zo vaak als het beste resultaat gekozen. Uit een paar testen blijkt inderdaad dat DeepL Translator betere vertalingen biedt dan Google Translate als het gaat om Nederlands naar Engels en vice versa. (According to DeepL, their translation results are chosen by professional translators about three times as often as the best result. A few tests have indeed shown that DeepL Translator offers better translations than Google Translate when it comes to Dutch to English and vice versa.)
  30. ^ "Arriva DeepL, il traduttore automatico che sfida Google" [Here comes DeepL, the automatic translator that challenges Google]. la Repubblica (in Italian). 29 August 2017. Archived from the original on 1 September 2019. Retrieved 1 September 2019. Il team della DeepL utilizza questo supercomputer per addestrare le reti di traduzione neurale su una vasta collezione di testi multilingue. Durante l'addestramento, le reti esaminano una moltitudine di traduzioni e imparano a tradurre in maniera indipendente, con una grammatica e una formulazione corrette. ... Nel corso dell'ultimo decennio DeepL ha raccolto oltre un miliardo di testi tradotti di alta qualità, collezionando il miglior materiale d'addestramento possibile per una rete di traduzione neurale. (The DeepL team uses this supercomputer to train neural translation networks on a large collection of multilingual texts. During training, the networks examine a multitude of translations and learn to translate independently, with correct grammar and wording. ... Over the past decade, DeepL has collected over a billion high-quality translated texts, collecting the best possible training material for a neural translation network.)
  31. ^ Polo, Juan Diego (29 August 2017). "DeepL, un traductor online que supera al de Google, Microsoft y Facebook" [DeepL, an online translator that outperforms Google, Microsoft and Facebook]. WWWhat's new? (in Spanish). Archived from the original on 1 September 2019. Retrieved 1 September 2019. Desde DeepL nos presentan un traductor que quiere revolucionar el mundo de la traducción automática neuronal, ofreciéndolo de forma gratuita en DeepL.com. (DeepL presents us with a translator that wants to revolutionise the world of neural machine translation, offering it for free on DeepL.com.)
  32. ^ "Mechakucha seido ga takai to wadai no kikai hon'yaku 'DeepL hon'yaku' ni nihongo no hon'yaku kinō ga tōjō shitanode jissai ni tsukattemita" めちゃくちゃ精度が高いと話題の機械翻訳「DeepL翻訳」に日本語の翻訳機能が登場したので実際に使ってみた [The much-talked-about "DeepL Translate" now has a Japanese translation function, so we tried it out]. gigazine.net (in Japanese). GIGAZINE. 23 March 2020. Archived from the original on 23 March 2020. Retrieved 24 March 2020.
  33. ^ "DeepL — Translation quality". DeepL.com. Archived from the original on 20 March 2020. Retrieved 10 March 2020.
  34. ^ "New online translator "more powerful than Google"". Connexion France. 5 September 2017. Archived from the original on 9 January 2019. Retrieved 26 April 2019.
  35. ^ Giret, Laurent (30 August 2017). "Microsoft Translator is world class fast, but supercomputer DeepL Translator wins out". OnMSFT.com. Archived from the original on 3 June 2020. Retrieved 10 August 2020.
  36. ^ Börteçin, Ege (22 January 2018). "Interview A Conversation on AI and Data Science: Semantics to Machine Learning". bortecin.com. Archived from the original on 5 August 2020. Retrieved 10 August 2020.
  37. ^ Merkert, Pina (29 August 2017). "Maschinelle Übersetzer: DeepL macht Google Translate Konkurrenz" [Machine translators: DeepL competes with Google Translate]. heise online (in German). Heinz Heise. Archived from the original on 30 August 2017. Retrieved 30 August 2017.
  38. ^ Gröhn, Anna (17 September 2017). "DeepL: Was taugt der Online-Übersetzer im Vergleich zu Bing und Google Translate" [DeepL: What does the online translator do compared to Bing and Google Translate]. Der Spiegel (Spiegel Online) (in German). Der Spiegel. Archived from the original on 24 January 2018. Retrieved 27 January 2018.
  39. ^ Faes, Florian (30 August 2017). "Linguee's Founder Launches DeepL in Attempt to Challenge Google Translate". . Archived from the original on 6 May 2018. Retrieved 10 August 2020.
  40. ^ "DeepLブログ". www.deepl.com. 19 March 2020. Retrieved 19 May 2021.
  41. ^ Kastrenakes, Jacob; Peters, Jay (20 May 2020). "Webby Awards 2020: the complete winners list". The Verge. Archived from the original on 21 May 2020. Retrieved 22 May 2020.
  42. ^ "Deepl.com Traffic, Demographics and Competitors". Alexa Internet. Archived from the original on 25 January 2019. Retrieved 10 August 2020.
  43. ^ Hart, Jane. "Top Tools for Learning 2018". toptools4learning.com. Archived from the original on 21 March 2019. Retrieved 26 January 2019.

Bibliography[]

Heiss, Christine; Soffritti, Marcello (2018). "DeepL Traduttore e didattica della traduzione dall'italiano in tedesco" [DeepL Translator and didactics of translation from Italian into German. Some preliminary assessments]. InTRAlinea.org (in Italian). University of Bologna, Italy. Retrieved 28 January 2019.

External links[]

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