How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd
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The document outlines the services and technologies of Global Tone Communication Technology Co., Ltd., highlighting their machine and human translation capabilities across over 100 languages. It details various platforms such as Yeecloud, Yeekit, and Yeesight, which offer tools for real-time translation, cross-language data analysis, and collaborative translation management. Additionally, it discusses the growing translation industry, the limitations of machine translation, and the importance of integrating technology to enhance translation quality.
How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd
- 2. HELLO! Zong Hao (Peter) Natural Language Processing Director from Global Tone Communication Technology Co., Ltd. zonghao@gtcom.com.cn
- 3. 1. About GTC( 中 通译语 ) • Established in 1973, the first and largest LSP in China • 100+ languages for human translation • 32 languages for machine translation • Billions of professional corpus • Machine Translation • Natural Language Processing • ASR & TTS • Semantic Search • Deep Learning Our History Our Resources Core Technologies
- 4. 2. Our Platforms Cross-Language Big Data Analytical Platform Global Language Service Platform Open Translation Toolkit
- 5. 2.1. YeeCloud YeeCloud™ is an integrated service ecosystem based on cloud computing and language big data. Provide smart language services for Internet users, commercial clients, professional translators and LSPs.
- 6. 2.2. YeeKit YeeKit Multi-Language Machine Translation -32 Languages -High Quality and No Latency -Incremental Learning Computer-Assisted Translation -Free Cloud-Based Platform -Cooperative Work and Process Management -Online Translation Memory YeeCaption Video Translation -Real-tme Subtitle Translation -Automatic Search and Match -Automatic Speech Recognition Webpage Localization -Browser Plug-in -11 Browsers Supported -Viewing Foreign Webpages in Native Languages Open Language Assets -Billions of Corpora -Cloud Synchronization -Big Data Sharing Developers Platform -Open API -Support User Integration & Customized Development
- 7. 2.3. YeeSight Cross-Language Big Data Analytical Platform 1. Integrate, secure and analyze cross-language data at a massive scale 2. Enable users to interact smoothly with data and make better decisions 3. An intelligent engine combining machine translation and semantic search • Analysis of the trends in social network data • Intelligent analysis and forecast of market trends • Analysis of economic and financial statistics
- 9. Social Science: from language A to language B. Neural Science: expressing the same thing with different interpretation.
- 10. Origin Two men who recently spent five days on a coral island wished they had stayed there longer. They were taking a badly damaged boat from the Virgin Islands to Miami to have it repaired. Translation Translation 最近有两个人，在珊瑚 岛上度过了 5 天时间， 而且想再呆得时间长一 点。他们驾着一艘严重 损坏的小船从维尔京群 岛出发去迈阿密港修理 。
- 11. Translation Market • Top 100 firms ranging from $427M down to $4M according to studies by Common Sense Advisory. • $33.5 billion in 2012, and $37 billion in 2018. − The United States represents the largest single market for translation services. − Europe is a close second and Asia is the largest growth area. • The translation industry is expected to grow by 42% between 2010 – 2020.
- 12. Big Growth Globalization Machine Translation Computer Assisted Translation
- 13. Translate with machines Bad Semantic Just like the combination of the results of looking up the dictionary. Poor Grammar The grammar of machine translation is not stable, and seems to be good when the translation text meet its trained data. Not Smooth Not readable, and hard to understand.
- 14. So basically the machine translation is a crap?
- 15. Applications using machine translation
- 16. Origin Two men who recently spent five days on a coral island wished they had stayed there longer. They were taking a badly damaged boat from the Virgin Islands to Miami to have it repaired. Translation Translation 最近有两个人，在珊瑚岛 上度过了 5 天时间，而且 想再呆得时间长一点。他 们驾着一艘严重损坏的小 船从维尔京群岛出发去迈 阿密港修理。
- 17. Machine Translation is Not Reliable Long & Complicate d Middle Short & Easy
- 18. Are Translators Reliable? • Translation Memory • Terminology Memory
- 20. 1,000,000,000
- 21. 1,000,000,000 Translation memory 50%~100%Perferably matching rate 0.20 second
- 22. With Computer Assisted Translation System Anyone Anywhere Anytime
- 23. Let’s review what CAT can do Translation memory Match the translation text with appropriate translation memory. Terminology memory Gives the translation of some pre-defined terminology. Machine translation Integrated with machine translation Dcitionary Get explanation of some rare words Crowdsourcing Spilt a large project into small pieces. Others Smart input method. Auto progress reminder. Teamwork.
- 24. Use your Android phone to do translation Android Project
- 25. iPhone Project Use your iPhone to do translation
- 26. Tablet Project Use your tablet to do translation
- 27. Desktop Project Use your desktop to do translation
- 28. Not enough!
- 29. Voice Translation • Convert the Voice to text • Translate the text to target language.
- 30. Image Translation • Recognize the text • Translate the text to target language • Reconstruct the image with corresponding translation
- 31. Subtitle Translation • Convert the voice to text with timeline. • Translate the voice’s text to target language. • Add the translation to the original subtitle.
- 33. Web Translation