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João Graça Scalable Fast Translation Zendesk Integration [email protected]
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Page 1: Zendesk use case - Joao Graca (Unbabel)

João Graça Scalable Fast Translation

Zendesk Integration

[email protected]

Page 2: Zendesk use case - Joao Graca (Unbabel)

2

Machine Translation

AffordableFast

Quality not good enough

Professional Translation

ExpensiveSlow

Lack of fast, affordable translation with human qualityCurrent Solutions

Page 3: Zendesk use case - Joao Graca (Unbabel)

3

Zendesk Usecase

Average Ticket 150 Words $15

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Interactive MT

O

No

apartamento é

está

livre

grátis

está disponível

para suas desejadas datas

datas desejadas

as datas desejadasO apartamento

O apartamento é livre para as datas desejadas

The apartment is free for your required dates

Page 5: Zendesk use case - Joao Graca (Unbabel)

5

Interactive MT

O

No

apartamento é

está

livre

grátis

está disponível

para suas desejadas datas

datas desejadas

as datas desejadasO apartamento

O apartamento está disponível para as datas desejadas

The apartment is free for your required dates

Page 6: Zendesk use case - Joao Graca (Unbabel)

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Our vision Distributed Crowd-post-editing

Professional

MonolingualSpeaker

Expertise

Cost

Crowd-sourced

Scratch

Perfect MT

StartingQuality

Cost

Post-edited

Page 7: Zendesk use case - Joao Graca (Unbabel)

7

Self Learning System

Page 8: Zendesk use case - Joao Graca (Unbabel)

8

Pipeline Distributed Crowd-post-editing

Page 9: Zendesk use case - Joao Graca (Unbabel)

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PipelineMachine Translation

MT Router

Page 10: Zendesk use case - Joao Graca (Unbabel)

10

Pipeline Map step

Page 11: Zendesk use case - Joao Graca (Unbabel)

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PipelineMobile Editing experience

OPTIONS Spellcheck

Page 12: Zendesk use case - Joao Graca (Unbabel)

Task Selection

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Regular distribution

3.8old rating

Smart distribution

4.6

Improved rating

Page 13: Zendesk use case - Joao Graca (Unbabel)

Pipeline Reduce step

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Page 14: Zendesk use case - Joao Graca (Unbabel)

AI Powered Translation

14

Unbabel API

MachineTranslation

EditorSelection

DistributedTranslation

QualityEstimation

SeniorEditor

Page 15: Zendesk use case - Joao Graca (Unbabel)

Zendesk

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Page 16: Zendesk use case - Joao Graca (Unbabel)

Zendesk Results

• 15 - 30 minutes

• Quality measured by user satisfaction

• Unbabel equivalent to Native Speaker on User Satisfaction

• Global User Satisfaction Increased

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Page 17: Zendesk use case - Joao Graca (Unbabel)

Thank You

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João Graça