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Flexible Open Language Education 
for a Multilingual World 
https://www.flickr.com/photos/lizhenry/79089338/ 
Alannah Fitzgerald 
OpenCourseWare Consortium 
Global Conference 2014 
Ljubljana, Slovenia
FLAX Language Project at the 
Greenstone Digital Library Lab, 
Waikato University NZ 
Professor Ian Witten 
FLAX Project Lead 
Dr Shaoqun Wu 
FLAX Project Lead Researcher & Developer
Resources at the Interface of 
Openness for Academic English 
Alannah Fitzgerald OpenCourseWare Consortium Global Conference 2014 
Global OER Graduate Network (GO-GN) Research Track 
http://www.slideshare.net/AlannahOpenEd/resources-at-the-interface-of-openness-for-academic-english 
https://www.flickr.com/photos/jef_safi/5111616644
FLAX Menu Du Jour 
• Multilingual software for interactive language 
learning 
• Simple Interfaces for language learners and 
teachers 
• Collocations, Word Lists, Lexical Bundles, Links to 
Wikimedia, Google Linguistic Data and the Live 
Web 
• Search, Save, Play 
• Collections Building, Activities Development 
• Platforms for Hosting FLAX Collections
Open Source language 
development
Developing Language Collections in the Open 
The open source dictum:’ 
release early and release often‘, in fact has morphed 
into an even more radical position, ‘the perpetual 
beta’, in which the product is developed in the open, 
with new features slipstreamed in on a monthly, 
weekly, or even daily basis. It’s no accident that 
services such as Gmail, Google Maps, Flickr, del.icio.us, 
and the like may be expected to bear a ‘Beta’ logo for 
years at a time. (O’Reilly, 2005)
FLAX Language at Waikato University 
http://flax.nzdl.org FLAX image by permission of non-commercial reuse by Jane Galloway
FLAX – Flexible Language Acquisition 
Flexible Language Acquisition 
library
Simple FLAX Interface Designs
The traditional text analysis software interface for 
working with large language collections (corpora) has 
been the Key Word In Context (KWIC) interface. 
Corpus linguistics researchers and developers of KWIC 
interfaces have claimed over the years that learners of 
a language can deduce language use patterns by 
examining KWIC lines. This method is also known as 
data-driven learning.
Collocations, Word lists, pos-tagging, 
Linking corpora
Training Videos for FLAX on YouTube 
http://www.youtube.com/watch?v=63Ox6RCVWy0
Learning Collocations in FLAX: 
in response to ‘where are the good published 
collocations resources?’ 
• Research shows that the successful use of 
collocations in student writing and speaking 
supports not only improved levels of accuracy 
but also improved levels of fluency in their use of 
English (Wray, 2002; Nesselhauf, 2003). 
• Constraints with published collocations resources 
– Publication issues = the number and specificity of 
collocations examples that can be assigned to print 
and CD-ROM formats.
FLAX British Academic Written English 
(BAWE) Collections 
http://www.youtube.com/watch?v=26i_Y146GOs
British Academic Written English corpus: 
browse by genre or discipline
BAWE sub corpus wordlists
The BAWE sub corpus text collections: 
POS-tagging phrases 
http://tinyurl.com/cpwyefb
Search and store collocations
Retrieve and save collocations
Collocational links to further resources
Wikify key words & phrases 
http://tinyurl.com/cpwyefb
Word lists: 
general, academic, specific, key
FLAX Collections building with 
interactive activities
FLAX Do-It-Yourself Podcast Corpora 
with Oxford OER 
http://www.youtube.com/watch?v=Si24d3Z-8nQ
FLAX Do-It-Yourself Podcast Corpora 2: 
Building interactivity into your collections 
http://www.youtube.com/watch?v=fysDzYjbhh0
Developing podcast activities in FLAX
Close exercises in FLAX
Scrambled sentences in FLAX
Drag ‘n’ Drop exercises in FLAX
FLAX in the context of MOOCs
Earth’s Virology Professor with 
Coursera MOOCs 
“Natural science might be characterized as a discipline of discovery, 
identifying and describing entities that had not been previously 
considered. As a result, natural science employs a large set of highly 
technical words, like dextrinoid, electrophoresis, and phallotoxins. 
Most of these words do not have commonplace synonyms, because 
they refer to entities, characteristics, or concepts that are not normally 
discussed in everyday conversation.” (Biber, 2006)
Digital Scholarship and Open 
Educational Practices 
http://www.bloomsburyacademic.com/view/DigitalScholar_9781849666275/book-ba-9781849666275.xml
Type of media in the FLAX Virology 
Collection 
Number of items in the FLAX Virology 
Collection 
Podcast audio transcripts (This Week in 
Virology) 
130 
YouTube video transcripts (2013 virology 
course at Columbia, also in Coursera) 
110 
Academic blog posts (Virology Blog) 540 
Open Access research articles (relevant to 
virology course and divided into paper 
sections) 
40
Virology Collocations
Virology Terms and Concept Support
Domain-specific Collocations 
We focus on lexical collocations with noun-based 
structures because they are the most salient and 
important patterns in topic-specific text: 
•verb + noun e.g. detect virus particles 
•noun + noun e.g. tobacco mosaic virus 
•adjective + noun e.g. negative strand virus 
•noun + of + noun e.g. genome of the virus
Lexical Bundles 
“Lexical bundles” are multi-word sequences with 
distinctive syntactic patterns and discourse functions that 
are commonly used in academic prose (Biber & Barbieri, 
2007; Biber et al, 2003, 2004). Typical patterns in the 
virology MOOC lectures include: 
•noun phrase + of e.g. a DNA copy of 
•prepositional phrase + of e.g. at the end of 
•it + verb/adjective phrase e.g. it turns out that 
•be + noun/adjective phrase e.g. is an example of 
•verb phrase + that e.g. you can see that
Flexible uses across platforms
FLAX Across Platforms 
• FLAX Website flax.nzdl.org for hosting open 
online language collections 
– Building directly onto the Web 
• FLAX for downloading onto your PC to build 
collections out of sight 
• FLAX for MOODLE plug-in 
• FLAX for MOOC Platforms? 
• FLAX in conjunction with translation 
technologies?
Alannah Fitzgerald: fitzgerald@education.concordia.ca; @AlannahFitz 
www.alannahfitzgerald.org TOETOE Blog 
Slideshare: http://www.slideshare.net/AlannahOpenEd/

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Flexible Open Language Education for a MultiLingual World

  • 1. Flexible Open Language Education for a Multilingual World https://www.flickr.com/photos/lizhenry/79089338/ Alannah Fitzgerald OpenCourseWare Consortium Global Conference 2014 Ljubljana, Slovenia
  • 2. FLAX Language Project at the Greenstone Digital Library Lab, Waikato University NZ Professor Ian Witten FLAX Project Lead Dr Shaoqun Wu FLAX Project Lead Researcher & Developer
  • 3. Resources at the Interface of Openness for Academic English Alannah Fitzgerald OpenCourseWare Consortium Global Conference 2014 Global OER Graduate Network (GO-GN) Research Track http://www.slideshare.net/AlannahOpenEd/resources-at-the-interface-of-openness-for-academic-english https://www.flickr.com/photos/jef_safi/5111616644
  • 4. FLAX Menu Du Jour • Multilingual software for interactive language learning • Simple Interfaces for language learners and teachers • Collocations, Word Lists, Lexical Bundles, Links to Wikimedia, Google Linguistic Data and the Live Web • Search, Save, Play • Collections Building, Activities Development • Platforms for Hosting FLAX Collections
  • 5. Open Source language development
  • 6. Developing Language Collections in the Open The open source dictum:’ release early and release often‘, in fact has morphed into an even more radical position, ‘the perpetual beta’, in which the product is developed in the open, with new features slipstreamed in on a monthly, weekly, or even daily basis. It’s no accident that services such as Gmail, Google Maps, Flickr, del.icio.us, and the like may be expected to bear a ‘Beta’ logo for years at a time. (O’Reilly, 2005)
  • 7. FLAX Language at Waikato University http://flax.nzdl.org FLAX image by permission of non-commercial reuse by Jane Galloway
  • 8. FLAX – Flexible Language Acquisition Flexible Language Acquisition library
  • 10. The traditional text analysis software interface for working with large language collections (corpora) has been the Key Word In Context (KWIC) interface. Corpus linguistics researchers and developers of KWIC interfaces have claimed over the years that learners of a language can deduce language use patterns by examining KWIC lines. This method is also known as data-driven learning.
  • 11. Collocations, Word lists, pos-tagging, Linking corpora
  • 12. Training Videos for FLAX on YouTube http://www.youtube.com/watch?v=63Ox6RCVWy0
  • 13. Learning Collocations in FLAX: in response to ‘where are the good published collocations resources?’ • Research shows that the successful use of collocations in student writing and speaking supports not only improved levels of accuracy but also improved levels of fluency in their use of English (Wray, 2002; Nesselhauf, 2003). • Constraints with published collocations resources – Publication issues = the number and specificity of collocations examples that can be assigned to print and CD-ROM formats.
  • 14. FLAX British Academic Written English (BAWE) Collections http://www.youtube.com/watch?v=26i_Y146GOs
  • 15. British Academic Written English corpus: browse by genre or discipline
  • 16. BAWE sub corpus wordlists
  • 17. The BAWE sub corpus text collections: POS-tagging phrases http://tinyurl.com/cpwyefb
  • 18. Search and store collocations
  • 19. Retrieve and save collocations
  • 20. Collocational links to further resources
  • 21. Wikify key words & phrases http://tinyurl.com/cpwyefb
  • 22. Word lists: general, academic, specific, key
  • 23. FLAX Collections building with interactive activities
  • 24. FLAX Do-It-Yourself Podcast Corpora with Oxford OER http://www.youtube.com/watch?v=Si24d3Z-8nQ
  • 25. FLAX Do-It-Yourself Podcast Corpora 2: Building interactivity into your collections http://www.youtube.com/watch?v=fysDzYjbhh0
  • 26.
  • 27.
  • 31. Drag ‘n’ Drop exercises in FLAX
  • 32.
  • 33.
  • 34.
  • 35. FLAX in the context of MOOCs
  • 36. Earth’s Virology Professor with Coursera MOOCs “Natural science might be characterized as a discipline of discovery, identifying and describing entities that had not been previously considered. As a result, natural science employs a large set of highly technical words, like dextrinoid, electrophoresis, and phallotoxins. Most of these words do not have commonplace synonyms, because they refer to entities, characteristics, or concepts that are not normally discussed in everyday conversation.” (Biber, 2006)
  • 37. Digital Scholarship and Open Educational Practices http://www.bloomsburyacademic.com/view/DigitalScholar_9781849666275/book-ba-9781849666275.xml
  • 38. Type of media in the FLAX Virology Collection Number of items in the FLAX Virology Collection Podcast audio transcripts (This Week in Virology) 130 YouTube video transcripts (2013 virology course at Columbia, also in Coursera) 110 Academic blog posts (Virology Blog) 540 Open Access research articles (relevant to virology course and divided into paper sections) 40
  • 39.
  • 41. Virology Terms and Concept Support
  • 42. Domain-specific Collocations We focus on lexical collocations with noun-based structures because they are the most salient and important patterns in topic-specific text: •verb + noun e.g. detect virus particles •noun + noun e.g. tobacco mosaic virus •adjective + noun e.g. negative strand virus •noun + of + noun e.g. genome of the virus
  • 43. Lexical Bundles “Lexical bundles” are multi-word sequences with distinctive syntactic patterns and discourse functions that are commonly used in academic prose (Biber & Barbieri, 2007; Biber et al, 2003, 2004). Typical patterns in the virology MOOC lectures include: •noun phrase + of e.g. a DNA copy of •prepositional phrase + of e.g. at the end of •it + verb/adjective phrase e.g. it turns out that •be + noun/adjective phrase e.g. is an example of •verb phrase + that e.g. you can see that
  • 44. Flexible uses across platforms
  • 45. FLAX Across Platforms • FLAX Website flax.nzdl.org for hosting open online language collections – Building directly onto the Web • FLAX for downloading onto your PC to build collections out of sight • FLAX for MOODLE plug-in • FLAX for MOOC Platforms? • FLAX in conjunction with translation technologies?
  • 46. Alannah Fitzgerald: fitzgerald@education.concordia.ca; @AlannahFitz www.alannahfitzgerald.org TOETOE Blog Slideshare: http://www.slideshare.net/AlannahOpenEd/