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How to make translation easier with machines

How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

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Page 1: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

How to make translation easier with machines

Page 2: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

HELLO!Zong Hao (Peter) Natural Language Processing Director from Globa

l Tone Communication Technology Co., Ltd. [email protected]

Page 3: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

1. About GTC( 中译语通 )

• 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

Page 4: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

2. Our PlatformsCross-LanguageBig Data Analytical Platform

Global Language Service Platform

Open Translation Toolkit

Page 5: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

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.

Page 6: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

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

Page 7: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

2.3. YeeSightCross-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

Page 8: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

What is translation?

Page 9: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Social Science: from language A to language B.

Neural Science: expressing the same thing with different interpretation.

Page 10: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

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。

Page 11: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

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.

Page 12: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Big Growth

GlobalizationMachine TranslationComputer Assisted Translation

Page 13: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Translate with machinesBad 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.

Page 14: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

So basically the machine translation is a crap?

Page 15: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Applications using machine translation

Page 16: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

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。

Page 17: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Machine Translation is Not Reliable

Long & Complicated Middle Short & Easy

Page 18: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Are Translators Reliable?

• Translation Memory• Terminology Memory

Page 19: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Translation Network

our office

Page 20: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

1,000,000,000

Page 21: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

1,000,000,000Translation memory

50%~100%Perferably matching rate

0.20 second

Page 22: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

With Computer Assisted Translation System

Anyone Anywhere Anytime

Page 23: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Let’s review what CAT can do

Translation memory Match the translation text with appropr

iate 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.

Page 24: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Use your Android phone to do translation

Android Project

Page 25: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

iPhone Project

Use your iPhone to do translation

Page 26: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Tablet Project

Use your tablet to do translation

Page 27: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Desktop Project

Use your desktop to do translation

Page 28: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Not enough!

Page 29: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Voice Translation

• Convert the Voice to text• Translate the text to target language.

Page 30: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Image Translation

• Recognize the text• Translate the text to target language• Reconstruct the image with

corresponding translation

Page 31: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Subtitle Translation

• Convert the voice to text with timeline.• Translate the voice’s text to target language.• Add the translation to the original subtitle.

Page 32: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Subtitle Translation

Page 33: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Web Translation

Page 34: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

www.yeecloud.com

www.yeekit.com

Page 35: How to make Translation easier with Machines, by Hao Zong, Global Tone Communication Technology Co.,Ltd

Thanks!www.yeecloud.comwww.yeekit.com