SlideShare a Scribd company logo
1 of 17
NLP for minority languages ,[object Object],[object Object]
Anna Feldman ,[object Object],[object Object],[object Object],[object Object]
Russian POS tagging Jan Hajič Eva Hajič ova
Resource light tagging ,[object Object],[object Object],[object Object]
 
Markov Model Det Adj Noun A red book
Markov Model Adj-Nom Nn-Nom книга красная
Markov Model Adj-Nom Nn-Nom kniha Červená Shared
Markov Model Adj-Nom Nn-Nom kniha Červená Shared
Markov Model Need something to get Russian words Adj-Nom Nn-Nom kniha Červená Shared
Text
 
Text
[object Object],[object Object],[object Object]
Heuristics for animacy
Tagalog: not yet in Google Translate
Credo ,[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

Computational linguistics
Computational linguisticsComputational linguistics
Computational linguistics1101989
 
Learning through Listening towards Advanced Japanese
Learning through Listening towards Advanced JapaneseLearning through Listening towards Advanced Japanese
Learning through Listening towards Advanced JapaneseCALPER
 
Computational linguistics
Computational linguistics Computational linguistics
Computational linguistics kashmasardar
 
Contrastive analysis (ca) by structuralist
Contrastive analysis (ca) by structuralistContrastive analysis (ca) by structuralist
Contrastive analysis (ca) by structuralistareejsalem6
 
A Corpus-based Approach to Tracking L2 Development
A Corpus-based Approach to Tracking L2 DevelopmentA Corpus-based Approach to Tracking L2 Development
A Corpus-based Approach to Tracking L2 DevelopmentCALPER
 
Transfer Analysis in Applied Linguistics
Transfer Analysis in Applied LinguisticsTransfer Analysis in Applied Linguistics
Transfer Analysis in Applied LinguisticsHikmah Pravitasari
 
1 computational linguistics an introduction
1 computational linguistics   an introduction1 computational linguistics   an introduction
1 computational linguistics an introductionThennarasuSakkan
 
Workshop 2. linguistic tests
Workshop 2. linguistic testsWorkshop 2. linguistic tests
Workshop 2. linguistic testsCameliaN
 
Computational linguistics
Computational linguisticsComputational linguistics
Computational linguisticsVahid Saffarian
 
Tracking Learning: Using Corpus Linguistics to Assess Language Development
Tracking Learning: Using Corpus Linguistics to Assess Language DevelopmentTracking Learning: Using Corpus Linguistics to Assess Language Development
Tracking Learning: Using Corpus Linguistics to Assess Language DevelopmentCALPER
 
Tla syntax
Tla syntaxTla syntax
Tla syntaxCameliaN
 
L2 acquisition
L2 acquisitionL2 acquisition
L2 acquisitionCameliaN
 
A contrastive linguistic analysis of inflectional bound morphemes of English,...
A contrastive linguistic analysis of inflectional bound morphemes of English,...A contrastive linguistic analysis of inflectional bound morphemes of English,...
A contrastive linguistic analysis of inflectional bound morphemes of English,...Bahram Kazemian
 
Sanskrit and Computational Linguistic
Sanskrit and Computational Linguistic Sanskrit and Computational Linguistic
Sanskrit and Computational Linguistic Jaganadh Gopinadhan
 

What's hot (18)

Computational linguistics
Computational linguisticsComputational linguistics
Computational linguistics
 
Learning through Listening towards Advanced Japanese
Learning through Listening towards Advanced JapaneseLearning through Listening towards Advanced Japanese
Learning through Listening towards Advanced Japanese
 
Computational linguistics
Computational linguistics Computational linguistics
Computational linguistics
 
Contrastive analysis (ca) by structuralist
Contrastive analysis (ca) by structuralistContrastive analysis (ca) by structuralist
Contrastive analysis (ca) by structuralist
 
Com ling
Com lingCom ling
Com ling
 
A Corpus-based Approach to Tracking L2 Development
A Corpus-based Approach to Tracking L2 DevelopmentA Corpus-based Approach to Tracking L2 Development
A Corpus-based Approach to Tracking L2 Development
 
Transfer Analysis in Applied Linguistics
Transfer Analysis in Applied LinguisticsTransfer Analysis in Applied Linguistics
Transfer Analysis in Applied Linguistics
 
1 computational linguistics an introduction
1 computational linguistics   an introduction1 computational linguistics   an introduction
1 computational linguistics an introduction
 
NLP
NLPNLP
NLP
 
Workshop 2. linguistic tests
Workshop 2. linguistic testsWorkshop 2. linguistic tests
Workshop 2. linguistic tests
 
Computational linguistics
Computational linguisticsComputational linguistics
Computational linguistics
 
Tracking Learning: Using Corpus Linguistics to Assess Language Development
Tracking Learning: Using Corpus Linguistics to Assess Language DevelopmentTracking Learning: Using Corpus Linguistics to Assess Language Development
Tracking Learning: Using Corpus Linguistics to Assess Language Development
 
sociolinguistics
sociolinguistics sociolinguistics
sociolinguistics
 
Tla syntax
Tla syntaxTla syntax
Tla syntax
 
L2 acquisition
L2 acquisitionL2 acquisition
L2 acquisition
 
A contrastive linguistic analysis of inflectional bound morphemes of English,...
A contrastive linguistic analysis of inflectional bound morphemes of English,...A contrastive linguistic analysis of inflectional bound morphemes of English,...
A contrastive linguistic analysis of inflectional bound morphemes of English,...
 
Sanskrit and Computational Linguistic
Sanskrit and Computational Linguistic Sanskrit and Computational Linguistic
Sanskrit and Computational Linguistic
 
Contrastive analysis
Contrastive analysis Contrastive analysis
Contrastive analysis
 

Similar to 20 Slides

Introduction to computational linguistics
Introduction to computational linguisticsIntroduction to computational linguistics
Introduction to computational linguisticsBijneshwor Shrestha
 
Lec 15,16,17 NLP.machine translation
Lec 15,16,17  NLP.machine translationLec 15,16,17  NLP.machine translation
Lec 15,16,17 NLP.machine translationguest873a50
 
Natural language procssing
Natural language procssing Natural language procssing
Natural language procssing Rajnish Raj
 
Introduction to Arabic natural language processing (Infographics)
Introduction to Arabic natural language processing (Infographics)Introduction to Arabic natural language processing (Infographics)
Introduction to Arabic natural language processing (Infographics)iwan_rg
 
The Psychology of Language Chapter 3
The Psychology of Language Chapter 3The Psychology of Language Chapter 3
The Psychology of Language Chapter 3Ami Spears
 
Language comparison power point
Language comparison power pointLanguage comparison power point
Language comparison power pointmrsshirk
 
The Study of Language - George Yule.pdf
The Study of Language - George Yule.pdfThe Study of Language - George Yule.pdf
The Study of Language - George Yule.pdfMaiGaber4
 
Deep Learning for Natural Language Processing: Word Embeddings
Deep Learning for Natural Language Processing: Word EmbeddingsDeep Learning for Natural Language Processing: Word Embeddings
Deep Learning for Natural Language Processing: Word EmbeddingsRoelof Pieters
 

Similar to 20 Slides (12)

Introduction to computational linguistics
Introduction to computational linguisticsIntroduction to computational linguistics
Introduction to computational linguistics
 
Resume 1
Resume 1Resume 1
Resume 1
 
Linguistics curriculum 001
Linguistics curriculum 001Linguistics curriculum 001
Linguistics curriculum 001
 
Syntactic parsing for arabic
Syntactic parsing for arabicSyntactic parsing for arabic
Syntactic parsing for arabic
 
Lec 15,16,17 NLP.machine translation
Lec 15,16,17  NLP.machine translationLec 15,16,17  NLP.machine translation
Lec 15,16,17 NLP.machine translation
 
Natural language procssing
Natural language procssing Natural language procssing
Natural language procssing
 
Introduction to Arabic natural language processing (Infographics)
Introduction to Arabic natural language processing (Infographics)Introduction to Arabic natural language processing (Infographics)
Introduction to Arabic natural language processing (Infographics)
 
The Psychology of Language Chapter 3
The Psychology of Language Chapter 3The Psychology of Language Chapter 3
The Psychology of Language Chapter 3
 
Language comparison power point
Language comparison power pointLanguage comparison power point
Language comparison power point
 
The Study of Language - George Yule.pdf
The Study of Language - George Yule.pdfThe Study of Language - George Yule.pdf
The Study of Language - George Yule.pdf
 
Deep Learning for Natural Language Processing: Word Embeddings
Deep Learning for Natural Language Processing: Word EmbeddingsDeep Learning for Natural Language Processing: Word Embeddings
Deep Learning for Natural Language Processing: Word Embeddings
 
Non
NonNon
Non
 

Recently uploaded

Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 

Recently uploaded (20)

Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 

20 Slides

Editor's Notes

  1. The impulse to do this came from what Anna did on Russian word processor manuals in a class I taught.
  2. Jan made the Czech National Corpus, Prague Dependency Treebank. He is Eva’s son. Eva has, inter alia, worked for the Spielberg Foundation on collecting and indexing the memories of Shoah survivors No large annotated corpora of Russian exist in the public domain. But large annotated corpora of Czech do Largely thanks to Jan Hajic and predecessors in Prague.
  3. Roman Jakobson was alleged to speak 9 languages, all of the Russian.
  4. A model of the way parts of speech succeed each other and the way words come out of parts of speech.
  5. A model of the way parts of speech succeed each other and the way words come out of parts of speech. In Russian. Of course, this could mean “The red book”.
  6. A model of the way parts of speech succeed each other and the way words come out of parts of speech. In Russian. Of course, this could mean “The red book”.
  7. A model of the way parts of speech succeed each other and the way words come out of parts of speech. In Russian. Of course, this could mean “The red book”.
  8. Russian and Czech are sufficiently similar that the tags can be the same (a mild lie). But the words are often different.
  9. Jiri Hana helped us make a morphological analyser for Russian. Doesn’t choose which possibility is right, just lays out the possibilities. We assign probabilities, but they are not very accurate, and they don’t need to be, because the other probabilities do the work.