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Protecting minority languages from digital
extinction: the case of Irish
Dr. Teresa Lynn
Research Fellow
ADAPT Centre, Dublin City University
The ADAPT Centre is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European Regional Development Fund.
www.adaptcentre.ie
Outline
 Irish Language
 Status of Irish language technology
 Role of social media
 Conclusion
www.adaptcentre.ie
Outline
 Irish Language
 Status of Irish language technology
 Role of social media
 Conclusion
www.adaptcentre.ie
Ireland and the Irish Language
• Once the most widely spoken language
• Historical factors led to decline in its
use & increase in use of English
• Still spoken natively
– Gaeltacht Regions
• “Urban revival” – Irish medium
schools increasingly popular
• Increased online usage
www.adaptcentre.ie
Irish language on Twitter
3 million+ Irish language tweets
Irish tweets (weekly users)
www.adaptcentre.ie
Language technology in our daily lives
o Grammar or Spellcheckers
o Predictive Text/ Autocorrect
o Search Engines
o Virtual Assistants
o Machine Translation systems (e.g. Google translate)
o …
www.adaptcentre.ie
Outline
 Irish Language
 Status of Irish language technology
 Role of social media
 Conclusion
www.adaptcentre.ie
Irish language technology survey
META-NET white paper series (Judge et al., 2012)
o EU-led study
o Survey of 31 EU languages
o Language resources and technologies
www.adaptcentre.ie
MT
10
English
good
French, Spanish
moderate fragmentary
Catalan, Dutch, German, Hungarian,
Italian, Polish, Romanian
weak or no support
Basque, Bulgarian, Croatian, Czech,
Danish, Estonian, Finnish, Galician,
Greek, Icelandic, Irish, Latvian,
Lithuanian, Maltese, Norwegian,
Portuguese, Serbian, Slovak, Slovene,
Swedish, Welsh
excellent
Czech, Dutch, Finnish,
French, German,
Italian, Portuguese,
Spanish
moderate fragmentary
Basque, Bulgarian, Catalan, Danish,
Estonian, Galician, Greek,
Hungarian, Irish, Norwegian,
Polish, Serbian, Slovak, Slovene,
Swedish
weak or no support
Croatian, Icelandic, Latvian,
Lithuanian, Maltese, Romanian, Welsh
excellent
English
good
Speech
English
good
Dutch, French,
German, Italian,
Spanish
moderate fragmentary
Basque, Bulgarian, Catalan, Czech,
Danish, Finnish, Galician, Greek,
Hungarian, Norwegian, Polish,
Portuguese, Romanian, Slovak,
Slovene, Swedish
weak or no support
excellent
English
good
Czech, Dutch, French,
German, Hungarian,
Italian, Polish,
Spanish, Swedish
moderate fragmentary
Basque, Bulgarian, Catalan, Croatian,
Danish, Estonian, Finnish, Galician,
Greek, Norwegian, Portuguese,
Romanian, Serbian, Slovak, Slovene
weak or no support
excellent
Resources
Text
Analysis
Croatian, Estonian, Icelandic, Irish,
Latvian, Lithuanian, Maltese, Serbian,
Welsh
Icelandic, Irish, Latvian, Lithuanian,
Maltese, Welsh
www.adaptcentre.ie
Language at Risk – in the Digital Age
“Printing Press resulted in the extinction of many minority
and regional languages”
Will technology have the same impact on Irish?
www.adaptcentre.ie
Irish Government support
Contributors:
 Teresa Lynn Dublin City University
 John Judge Dublin City University
 Elaine Uí Dhonnchadha Trinity College Dublin
 Neasa Ní Chiaráin Trinity College Dublin
 Ailbhe Ní Chasaide Trinity College Dublin
Digital Strategy for the Irish Language 2019
www.adaptcentre.ie
Digital Strategy for the Irish Language 2019
Linguistic
Resources
Corpora
Knowledge
Bases
NLP Tools NLG Tools
Speech
Models
Speech
Synthesis
Speech
Recognition
Spoken
Dialogue
Systems
Machine
Translation
Information
Retrieval
State and
Public Use
CALL
Disability and
Access
Synergies
(Industry and
Public)
Topics Addressed:
www.adaptcentre.ie
Digital Strategy for the Irish Language 2019
Linguistic
Resources
Corpora
Knowledge
Bases
NLP Tools NLG Tools
Speech
Models
Speech
Synthesis
Speech
Recognition
Spoken
Dialogue
Systems
Machine
Translation
Information
Retrieval
State and
Public Use
CALL
Disability and
Access
Synergies
(Industry and
Public)
Topics Addressed:
Data Scarcity
www.adaptcentre.ie
Issues relating to lack of training data
 Two issues here:
I. Abuse of free online systems
(should be post-edited by professional translator)
II. Over-estimation of open-domain system
www.adaptcentre.ie
Practical use of MT: Tapadóir System
• Initial meetings between ADAPT and senior staff at DCHG
(following META-NET White Paper Series 2012)
• DCHG recognised potential for investing in language technology,
specifically Machine Translation
• Potential cost-savings apparent
• Opportunity for ADAPT to carrying out research into Irish SMT
| 18
www.adaptcentre.ie
MT Data Sharing – Virtuous Circle
Develop/Improve
MT
Greater
Productivity
Reduced
Translation Costs
Increase Bilingual
Content
Share Data
www.adaptcentre.ie
Public Service MT in Action
www.adaptcentre.ie
European Language Resource Coordination
www.adaptcentre.ie
Examples of sources of translation data
• Language Commissioner – Annual Reports, press releases, financial
reports, complaints received, guidebook for Language Act
• Department of Justice – legislative acts
• Dept of Foreign Affairs
• Dublin City Council - signage, applications, reports
• Universities – signage, course content, application forms, flyers, web
content
• Citizen’s Information – website content e.g. social welfare, consumer
affairs information, application forms
• Foras na Gaeilge (Irish language body) – dictionaries, monolingual
national corpus
• Kings Inns (Law Society) – monolingual training material
www.adaptcentre.ie
Shaping National Data Management Practices
“Where computer aided translation tooling is used to produce translations then,
in addition to the finished target language translation, any and all translation
memory data, or similar, derived from the translation process should be
returned to the department contracting for translation services as part of the
final end product delivery.”
www.adaptcentre.ie
ELRC: The Irish context
Advantages within the Irish context
• Small country – (relatively) less public bodies/ organisations to
reach
• Bilingual Society
• Dedicated Government department for Irish language affairs
• Dedicated Terminology Committee & Database
• Easier to make relevant connections
• Dept Gaeltacht support has strong impact
• Positive disposition towards language support
www.adaptcentre.ie
European Language Resource Infrastructure
ELRI
www.adaptcentre.ie
Outline
 Irish Language
 Status of Irish language technology
 Role of social media
 Conclusion
www.adaptcentre.ie
British Irish Council 2015
PopUpGaeltacht
without social
media?
Image: National Folklore Collection UCD
www.adaptcentre.ie
Source:
indigenoustweets.com
Irish language on Twitter – debunking myths
Source:
indigenoustweets.com
Hashtags &
online campaigns
#TrasnanadTonnta
#LNMS19
www.adaptcentre.ie
Crowdsourcing – An Vicipéid
www.adaptcentre.ie
Outline
 Irish Language
 Status of Irish language technology
 Role of social media
 Conclusion
www.adaptcentre.ie
Language at Risk
Need to ensure continuing language usage
…….through technology
o Edutainment packages
o Word processing tools
o Webpage translation
o Search engines
o Games
o Social media/ online data mining
o Text generation (weather reports)
o Automatic subtitling
o Disability Access
o …
Source: http://www.leuphana.de/institute/ies/llt2015.html
www.adaptcentre.ie
Conclusion
When you have limited resources…
o Pilot projects can have impact: benefit/ need
o Share knowledge/collaborate/network with other minority groups
o Crowdsource (empower the language community)
o Seek National/ European support
o Collective efforts towards prevention of Digital Extinction
www.adaptcentre.ie
#GRMA
Go raibh maith agaibh
Thank you (pl)
teresa.lynn@adaptcentre.ie
@cigilt

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Protecting Minority Languages from Digital Extinction

  • 1. Protecting minority languages from digital extinction: the case of Irish Dr. Teresa Lynn Research Fellow ADAPT Centre, Dublin City University The ADAPT Centre is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European Regional Development Fund.
  • 2. www.adaptcentre.ie Outline  Irish Language  Status of Irish language technology  Role of social media  Conclusion
  • 3. www.adaptcentre.ie Outline  Irish Language  Status of Irish language technology  Role of social media  Conclusion
  • 4. www.adaptcentre.ie Ireland and the Irish Language • Once the most widely spoken language • Historical factors led to decline in its use & increase in use of English • Still spoken natively – Gaeltacht Regions • “Urban revival” – Irish medium schools increasingly popular • Increased online usage
  • 5. www.adaptcentre.ie Irish language on Twitter 3 million+ Irish language tweets
  • 7. www.adaptcentre.ie Language technology in our daily lives o Grammar or Spellcheckers o Predictive Text/ Autocorrect o Search Engines o Virtual Assistants o Machine Translation systems (e.g. Google translate) o …
  • 8. www.adaptcentre.ie Outline  Irish Language  Status of Irish language technology  Role of social media  Conclusion
  • 9. www.adaptcentre.ie Irish language technology survey META-NET white paper series (Judge et al., 2012) o EU-led study o Survey of 31 EU languages o Language resources and technologies
  • 10. www.adaptcentre.ie MT 10 English good French, Spanish moderate fragmentary Catalan, Dutch, German, Hungarian, Italian, Polish, Romanian weak or no support Basque, Bulgarian, Croatian, Czech, Danish, Estonian, Finnish, Galician, Greek, Icelandic, Irish, Latvian, Lithuanian, Maltese, Norwegian, Portuguese, Serbian, Slovak, Slovene, Swedish, Welsh excellent Czech, Dutch, Finnish, French, German, Italian, Portuguese, Spanish moderate fragmentary Basque, Bulgarian, Catalan, Danish, Estonian, Galician, Greek, Hungarian, Irish, Norwegian, Polish, Serbian, Slovak, Slovene, Swedish weak or no support Croatian, Icelandic, Latvian, Lithuanian, Maltese, Romanian, Welsh excellent English good Speech English good Dutch, French, German, Italian, Spanish moderate fragmentary Basque, Bulgarian, Catalan, Czech, Danish, Finnish, Galician, Greek, Hungarian, Norwegian, Polish, Portuguese, Romanian, Slovak, Slovene, Swedish weak or no support excellent English good Czech, Dutch, French, German, Hungarian, Italian, Polish, Spanish, Swedish moderate fragmentary Basque, Bulgarian, Catalan, Croatian, Danish, Estonian, Finnish, Galician, Greek, Norwegian, Portuguese, Romanian, Serbian, Slovak, Slovene weak or no support excellent Resources Text Analysis Croatian, Estonian, Icelandic, Irish, Latvian, Lithuanian, Maltese, Serbian, Welsh Icelandic, Irish, Latvian, Lithuanian, Maltese, Welsh
  • 11. www.adaptcentre.ie Language at Risk – in the Digital Age “Printing Press resulted in the extinction of many minority and regional languages” Will technology have the same impact on Irish?
  • 12. www.adaptcentre.ie Irish Government support Contributors:  Teresa Lynn Dublin City University  John Judge Dublin City University  Elaine Uí Dhonnchadha Trinity College Dublin  Neasa Ní Chiaráin Trinity College Dublin  Ailbhe Ní Chasaide Trinity College Dublin Digital Strategy for the Irish Language 2019
  • 13. www.adaptcentre.ie Digital Strategy for the Irish Language 2019 Linguistic Resources Corpora Knowledge Bases NLP Tools NLG Tools Speech Models Speech Synthesis Speech Recognition Spoken Dialogue Systems Machine Translation Information Retrieval State and Public Use CALL Disability and Access Synergies (Industry and Public) Topics Addressed:
  • 14. www.adaptcentre.ie Digital Strategy for the Irish Language 2019 Linguistic Resources Corpora Knowledge Bases NLP Tools NLG Tools Speech Models Speech Synthesis Speech Recognition Spoken Dialogue Systems Machine Translation Information Retrieval State and Public Use CALL Disability and Access Synergies (Industry and Public) Topics Addressed:
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  • 17. www.adaptcentre.ie Issues relating to lack of training data  Two issues here: I. Abuse of free online systems (should be post-edited by professional translator) II. Over-estimation of open-domain system
  • 18. www.adaptcentre.ie Practical use of MT: Tapadóir System • Initial meetings between ADAPT and senior staff at DCHG (following META-NET White Paper Series 2012) • DCHG recognised potential for investing in language technology, specifically Machine Translation • Potential cost-savings apparent • Opportunity for ADAPT to carrying out research into Irish SMT | 18
  • 19. www.adaptcentre.ie MT Data Sharing – Virtuous Circle Develop/Improve MT Greater Productivity Reduced Translation Costs Increase Bilingual Content Share Data
  • 22. www.adaptcentre.ie Examples of sources of translation data • Language Commissioner – Annual Reports, press releases, financial reports, complaints received, guidebook for Language Act • Department of Justice – legislative acts • Dept of Foreign Affairs • Dublin City Council - signage, applications, reports • Universities – signage, course content, application forms, flyers, web content • Citizen’s Information – website content e.g. social welfare, consumer affairs information, application forms • Foras na Gaeilge (Irish language body) – dictionaries, monolingual national corpus • Kings Inns (Law Society) – monolingual training material
  • 23. www.adaptcentre.ie Shaping National Data Management Practices “Where computer aided translation tooling is used to produce translations then, in addition to the finished target language translation, any and all translation memory data, or similar, derived from the translation process should be returned to the department contracting for translation services as part of the final end product delivery.”
  • 24. www.adaptcentre.ie ELRC: The Irish context Advantages within the Irish context • Small country – (relatively) less public bodies/ organisations to reach • Bilingual Society • Dedicated Government department for Irish language affairs • Dedicated Terminology Committee & Database • Easier to make relevant connections • Dept Gaeltacht support has strong impact • Positive disposition towards language support
  • 26. www.adaptcentre.ie Outline  Irish Language  Status of Irish language technology  Role of social media  Conclusion
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  • 32. Image: National Folklore Collection UCD
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  • 38. www.adaptcentre.ie Outline  Irish Language  Status of Irish language technology  Role of social media  Conclusion
  • 39. www.adaptcentre.ie Language at Risk Need to ensure continuing language usage …….through technology o Edutainment packages o Word processing tools o Webpage translation o Search engines o Games o Social media/ online data mining o Text generation (weather reports) o Automatic subtitling o Disability Access o … Source: http://www.leuphana.de/institute/ies/llt2015.html
  • 40. www.adaptcentre.ie Conclusion When you have limited resources… o Pilot projects can have impact: benefit/ need o Share knowledge/collaborate/network with other minority groups o Crowdsource (empower the language community) o Seek National/ European support o Collective efforts towards prevention of Digital Extinction
  • 41. www.adaptcentre.ie #GRMA Go raibh maith agaibh Thank you (pl) teresa.lynn@adaptcentre.ie @cigilt

Editor's Notes

  1. Start at the Share Data point on the circle. The Dept shared data, which meant an engine could be developed….etc Through Tapadóir project, we promoted the notion of data sharing within the detartment – and also with LSPs – and across other departments
  2. How many knew about Irish before this? How many thought it was a dead language?