Types of L2 morphosyntactic knowledge
that can and cannot be observed
in learner corpora
Ken Urano, Hokkai-Gakuen University, Sapporo
email: urano@hgu.jp
2015 Joint International Methodology Research Colloquium
KATE Corpus SIG & LET Kansai Methodology SIG
@ National Institute for International Education
May 16, 2015
http://www.urano-ken.com/
About me
• Interests: Second language acquisition (SLA)
• SLA is the scholarly field of inquiry that
investigates the human capacity to learn
languages other than the first, during late
childhood, adolescence or adulthood, and
once their first language or languages have
been acquired.
(Ortega, 2009, pp. 1–2)
About me
• Goal and scope of SLA research
• (SLA) seeks to understand universal,
individual and social forces that influence
what gets acquired, how fast, and how well,
by different people under different learning
circumstances.
(Ortega, 2009, p. 10)
Goal & scope
what gets acquired
What Acquired
what gets
pragmatics
semantics
syntax
morphology
phonology
phonetics
What
What Acquired
what gets
Acquired
• Two types of L2 knowledge
• explicit vs. implicit (e.g., Ellis et al., 2009)
• declarative vs. procedural (e.g., Dekeyser, 2007)
• learned vs. acquired (e.g., Krashen, 1981)
Two types of L2 knowledge
Two types of L2 knowledge
• Explicit knowledge is“the conscious awareness
of what a language or language in general
consists of and/or of the roles that it plays in
human life”(Ellis, 2004, p. 229).
• Implicit knowledge is intuitive and procedural,
variable but systematic, usually accessed by
means of automatic processing and during fluent
performance, and not verbalizable. (Gutiérrez,
2013, p. 424)
Two types of L2 knowledge
• Theories of L2 acquisition… seek to explain how
learners develop implicit knowledge, not explicit
knowledge…. L2 acquisition, then, is equated
with the development of implicit knowledge.
(Ellis, 2006, pp. 434–435)
Learner corpora
• Learner corpora can be defined as systematic
computerized collection of texts produced by
learners (Nesselhauf, 2005, p. 40).
Learner corpora
• The International Corpus of Learner English (ICLE) [W]
• The Japanese EFL Learner (JEFLL) Corpus [W]
• The International Corpus Network of Asian Learners of
English (ICNALE) [W/S]
• The Louvain International Database of Spoken English
Interlanguage (LINDSEI) [S]
• The NICT Japanese Learner English (JLE) Corpus [S]
Notes. W: Written, S: Spoken

This is not to be meant as an exhaustive list.
Available corpora
• The ICNALE Written
• Two topics: Part-time jobs & smoking
• 20–40 minutes per essay
• No reference allowed
• 200–300 words each
• Spelling check required (MS Word)
http://language.sakura.ne.jp/icnale/instruction.html
Data collection
• For the purposes of fundamental SLA
research, oral data is an important window
into learners’underlying mental grammars,
and may be relatively freer of metalinguistic
interference than written data, which is
complicated by additional layers of learnt
knowledge and monitoring processes. (Myles,
2005, p. 375)
Written & spoken corpora
• Most of the corpus-based SLA studies have
used written corpora.
• L2 written corpora… are much more readily
available than oral ones. (Myles, 2005, p.
375)
Written & spoken corpora
• Most of the studies using corpora… remain
rather descriptive, documenting differences
between learner and native language rather
than attempting to explain them, and the
developmental dimension is almost totally
lacking. Corpus-based L2 studies are also
often not sufficiently informed by SLA
theory…. (Myles, 2005, p. 380)
Written & spoken corpora
Learner corpora and SLA research
Learner corpora and SLA research
• In SLA research, learner corpora [LC] can be
useful in some areas, but not in some other
areas.
• Questions LC are good at handling
• Questions LC cannot really answerQuestions LC cannot really answer
Questions LC are good at handling
Questions LC are good at handling
Questions LC cannot really answer
• Questions on lexis and collocation
• Questions involving morpheme order
• Cross-linguistic comparison
Murakami (2013)
Questions LC cannot really answer
• Tested the notion of the“natural order”in
(e.g., Dulay & Burt, 1973)
• Used the Cambridge Learner Corpus (CLC)
• Computed the accuracy of six morphemes by
learners from six L1 backgrounds
• Found a clear L1 influence in some
morphemes
L1 influence
Questions LC cannot really answer
L1 influence
• Findings (relevant to Korean & Japanese)
• Articles are ranked low in article-less L1
groups (including Korean & Japanese)
• Lower accuracy in plural –s
• Higher accuracy in possessive ’s
Learner corpora and SLA research
• In SLA research, learner corpora [LC] can be
useful in some areas, but not in some other
areas.
• Questions LC are good at handling
• Questions LC cannot really answer
Questions LC are good at handling
Questions LC cannot really answer
Questions LC cannot really answer
• Questions as to what is meant by

“X has (or has not) been acquired”
• Questions derived from more detailed
analyses of linguistic phenomena
Questions LC cannot really answer
• Target-like use (TLU) score:
number of correct suppliance 

number of obligatory contexts

+ number of overgeneralization errors
L1 Korean L1 Japanese
articles 0.77 0.76
plural –s 0.89 0.88
possessive ’s 0.87 0.80
From Murakami (2013)
Questions LC cannot really answer
• High accuracy (i.e., TLU) even in
morphemes ranked“low”
• What does the accuracy actually show
• Accuracy order vs. acquisition order
• Target-like use (TLU) score:
L1 Korean L1 Japanese
articles 0.77 0.76
plural –s 0.89 0.88
possessive ’s 0.87 0.80
third person –s 0.88 0.84
From Murakami (2013)
Questions LC cannot really answer
Third-person singular (3sg) –s
Questions LC cannot really answer
• In morpheme order studies, accuracy scores
are interpreted relative to other morphemes
and/or other L1 groups.
• What does the 84–88% accuracy actually
mean?
• Have the Korean & Japanese learners in the
CLC acquired 3sg –s?
Relevant SLA question
Questions LC cannot really answer
• Representational deficit hypothesis (RDH) vs.
Missing surface inflection hypothesis (MSIH)
• RDH: Mental representation responsible for
inflection is somehow impaired or missing
• MSIH: Representation is intact and
inflectional errors are caused at a surface
level
Relevant SLA question
Questions LC cannot really answer
• Representation of subject-verb agreement
can be further divided into:
• Person (1st, 2nd, & 3rd)
• Number (singular & plural)
Relevant SLA question
Questions LC cannot really answer
• Studies have employed various methods
• Spontaneous production data (e.g., Ionin & Wexler,
2002; Lardiere, 1998)
• Oral translation (e.g., Wakabayashi & Yamazaki,
2006)
• Self-paced reading (e.g., Jiang, 2004; Shibuya &
Wakabayashi, 2008; Wakabayashi, 1997, Jiang,
2004; )
• Event-related potential (ERP; e.g., Wakabayashi et
al., 2007)
What can we do then?
• More detailed analysis of LC
• Discussion on the relation between TLU
(accuracy) and knowledge
• Use/creation of LC with reduced
interference of explicit knowledge (e.g.,
spoken corpora; severer time pressure in
production)
What can we do then?
With corpus linguists and SLA researchers
working together, learner corpora can answer
more interesting questions.
Ken Urano
urano@hgu.jp
Types of L2 morphosyntactic knowledge
that can and cannot be observed
in learner corpora
References (1)
• DeKeyser, R. M. (Ed.). (2007). Practice in a second language: Perspective from applied linguistics and
cognitive psychology. New York: Cambridge University Press.
• Ellis, R. (2004). The definition and measurement of explicit knowledge. Language Learning, 54, 227–275.
• Ellis, R. (2006). Modelling learning difficulty and second language proficiency: The differential
contributions of implicit and explicit knowledge. Applied Linguistics 27, 431–463.
• Ellis, R., Loewen, S., Elder, C., Erlam, R., Philp, J., & Reinders, H. (2009). Implicit and explicit knowledge in
second language learning, testing and teaching. Bristol: Multilingual Matters.
• Gutiérrez, X. (2013). The construct validity of grammaticality judgment tests as measures of implicit and
explicit knowledge. Studies in Second Language Acquisition, 35, 423–449.
• Ionin, T., & Wexler, K. (2002). Why is‘is’easier than‘–s’? Acquisition of tense/agreement morphology by
child second language learners of English. Second Language Research, 10, 95–136.
• Jiang, N. (2004). Morphological insensitivity in second language processing. Applied Psycholinguistics, 25,
603–634.
• Lardiere, D. (1998). Dissociating syntax from morphology in a divergent L2 end-state grammar. Second
Language Research, 14, 359–375.
• Krashen, S. D. (1981). Second language acquisition and second language learning. Oxford: Pergamon.
References (2)
• Murakami, A. (2013). Cross-linguistic influence on the accuracy order of L2 English grammatical
morphemes. In S. Granger, S. Gaëtanelle, & F. Meunier (Eds.), Twenty years of learner corpus research:
Looking back, moving ahead: Corpora and language in use—Proceedings 1 (pp. 325–334). Louvain-la-
Neuve: Presses universitaires de Louvain.
• Myles, F. (2005). Interlanguage corpora and second language acquisition research. Second Language
Research, 21, 373–391.
• Nesselhauf, N. (2005). Collocations in a learner corpus. Amsterdam: John Benjamins.
• Ortega, L. (2009). Understanding second language acquisition. London: Hodder Education.
• Shibuya, M., & Wakabayashi, S. (2008). Why are L2 learners not always sensitive to subject–verb
agreement? EuroSLA Yearbook, 8, 235–258.
• Wakabayashi, S. (1997). The acquisition of functional categories by learners of English. Ph.D. Dissertation,
University of Cambridge.
• Wakabayashi, S., Fukuda, K., Bannai, M., & Asaoka, S. (2007). Japanese speakers’sensitivity to third
person singular -s in English: Arguments based on ERP data. Second Language, 6, 19–46.
• Wakabayashi, S., Fukushima, R., Maemura, S. (2006). Santangen no -s no ayamari no genin: Syugo to
doosi no kyori to sosei no syurui [Causes of errors of 3rd person singular –s: Distance between the subject
and the verb, and the kind of features]”. Kagaku-kenkyu-hi hookokusho 15520364 [Kakenhi technical
report 15520364], 15–44.
• Wakabayashi, S., & Yamazaki, T. (2006). Santangen no –s no ayamari ni mirareru toogokoozoo to senteki
kyori no eikyo [Effects of the syntactic distance and of the linear distance in errors of 3rd person singular
–s]. Kagaku-kenkyu-hi hookokusho 15520364 [Kakenhi technical report 15520364], 45–64.

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Types of L2 morphosyntactic knowledge that can and cannot be observed in learner corpora

  • 1. Types of L2 morphosyntactic knowledge that can and cannot be observed in learner corpora Ken Urano, Hokkai-Gakuen University, Sapporo email: urano@hgu.jp 2015 Joint International Methodology Research Colloquium KATE Corpus SIG & LET Kansai Methodology SIG @ National Institute for International Education May 16, 2015 http://www.urano-ken.com/
  • 3. • Interests: Second language acquisition (SLA) • SLA is the scholarly field of inquiry that investigates the human capacity to learn languages other than the first, during late childhood, adolescence or adulthood, and once their first language or languages have been acquired. (Ortega, 2009, pp. 1–2) About me
  • 4. • Goal and scope of SLA research • (SLA) seeks to understand universal, individual and social forces that influence what gets acquired, how fast, and how well, by different people under different learning circumstances. (Ortega, 2009, p. 10) Goal & scope what gets acquired
  • 8. Acquired • Two types of L2 knowledge • explicit vs. implicit (e.g., Ellis et al., 2009) • declarative vs. procedural (e.g., Dekeyser, 2007) • learned vs. acquired (e.g., Krashen, 1981) Two types of L2 knowledge
  • 9. Two types of L2 knowledge • Explicit knowledge is“the conscious awareness of what a language or language in general consists of and/or of the roles that it plays in human life”(Ellis, 2004, p. 229). • Implicit knowledge is intuitive and procedural, variable but systematic, usually accessed by means of automatic processing and during fluent performance, and not verbalizable. (Gutiérrez, 2013, p. 424)
  • 10. Two types of L2 knowledge • Theories of L2 acquisition… seek to explain how learners develop implicit knowledge, not explicit knowledge…. L2 acquisition, then, is equated with the development of implicit knowledge. (Ellis, 2006, pp. 434–435)
  • 12. • Learner corpora can be defined as systematic computerized collection of texts produced by learners (Nesselhauf, 2005, p. 40). Learner corpora
  • 13. • The International Corpus of Learner English (ICLE) [W] • The Japanese EFL Learner (JEFLL) Corpus [W] • The International Corpus Network of Asian Learners of English (ICNALE) [W/S] • The Louvain International Database of Spoken English Interlanguage (LINDSEI) [S] • The NICT Japanese Learner English (JLE) Corpus [S] Notes. W: Written, S: Spoken
 This is not to be meant as an exhaustive list. Available corpora
  • 14. • The ICNALE Written • Two topics: Part-time jobs & smoking • 20–40 minutes per essay • No reference allowed • 200–300 words each • Spelling check required (MS Word) http://language.sakura.ne.jp/icnale/instruction.html Data collection
  • 15. • For the purposes of fundamental SLA research, oral data is an important window into learners’underlying mental grammars, and may be relatively freer of metalinguistic interference than written data, which is complicated by additional layers of learnt knowledge and monitoring processes. (Myles, 2005, p. 375) Written & spoken corpora
  • 16. • Most of the corpus-based SLA studies have used written corpora. • L2 written corpora… are much more readily available than oral ones. (Myles, 2005, p. 375) Written & spoken corpora
  • 17. • Most of the studies using corpora… remain rather descriptive, documenting differences between learner and native language rather than attempting to explain them, and the developmental dimension is almost totally lacking. Corpus-based L2 studies are also often not sufficiently informed by SLA theory…. (Myles, 2005, p. 380) Written & spoken corpora
  • 18. Learner corpora and SLA research
  • 19. Learner corpora and SLA research • In SLA research, learner corpora [LC] can be useful in some areas, but not in some other areas. • Questions LC are good at handling • Questions LC cannot really answerQuestions LC cannot really answer Questions LC are good at handling
  • 20. Questions LC are good at handling Questions LC cannot really answer • Questions on lexis and collocation • Questions involving morpheme order • Cross-linguistic comparison
  • 21. Murakami (2013) Questions LC cannot really answer • Tested the notion of the“natural order”in (e.g., Dulay & Burt, 1973) • Used the Cambridge Learner Corpus (CLC) • Computed the accuracy of six morphemes by learners from six L1 backgrounds • Found a clear L1 influence in some morphemes L1 influence
  • 22. Questions LC cannot really answer L1 influence • Findings (relevant to Korean & Japanese) • Articles are ranked low in article-less L1 groups (including Korean & Japanese) • Lower accuracy in plural –s • Higher accuracy in possessive ’s
  • 23. Learner corpora and SLA research • In SLA research, learner corpora [LC] can be useful in some areas, but not in some other areas. • Questions LC are good at handling • Questions LC cannot really answer Questions LC are good at handling Questions LC cannot really answer
  • 24. Questions LC cannot really answer • Questions as to what is meant by
 “X has (or has not) been acquired” • Questions derived from more detailed analyses of linguistic phenomena
  • 25. Questions LC cannot really answer • Target-like use (TLU) score: number of correct suppliance 
 number of obligatory contexts
 + number of overgeneralization errors L1 Korean L1 Japanese articles 0.77 0.76 plural –s 0.89 0.88 possessive ’s 0.87 0.80 From Murakami (2013)
  • 26. Questions LC cannot really answer • High accuracy (i.e., TLU) even in morphemes ranked“low” • What does the accuracy actually show • Accuracy order vs. acquisition order
  • 27. • Target-like use (TLU) score: L1 Korean L1 Japanese articles 0.77 0.76 plural –s 0.89 0.88 possessive ’s 0.87 0.80 third person –s 0.88 0.84 From Murakami (2013) Questions LC cannot really answer
  • 28. Third-person singular (3sg) –s Questions LC cannot really answer • In morpheme order studies, accuracy scores are interpreted relative to other morphemes and/or other L1 groups. • What does the 84–88% accuracy actually mean? • Have the Korean & Japanese learners in the CLC acquired 3sg –s?
  • 29. Relevant SLA question Questions LC cannot really answer • Representational deficit hypothesis (RDH) vs. Missing surface inflection hypothesis (MSIH) • RDH: Mental representation responsible for inflection is somehow impaired or missing • MSIH: Representation is intact and inflectional errors are caused at a surface level
  • 30. Relevant SLA question Questions LC cannot really answer • Representation of subject-verb agreement can be further divided into: • Person (1st, 2nd, & 3rd) • Number (singular & plural)
  • 31. Relevant SLA question Questions LC cannot really answer • Studies have employed various methods • Spontaneous production data (e.g., Ionin & Wexler, 2002; Lardiere, 1998) • Oral translation (e.g., Wakabayashi & Yamazaki, 2006) • Self-paced reading (e.g., Jiang, 2004; Shibuya & Wakabayashi, 2008; Wakabayashi, 1997, Jiang, 2004; ) • Event-related potential (ERP; e.g., Wakabayashi et al., 2007)
  • 32. What can we do then?
  • 33. • More detailed analysis of LC • Discussion on the relation between TLU (accuracy) and knowledge • Use/creation of LC with reduced interference of explicit knowledge (e.g., spoken corpora; severer time pressure in production) What can we do then?
  • 34. With corpus linguists and SLA researchers working together, learner corpora can answer more interesting questions. Ken Urano urano@hgu.jp Types of L2 morphosyntactic knowledge that can and cannot be observed in learner corpora
  • 35. References (1) • DeKeyser, R. M. (Ed.). (2007). Practice in a second language: Perspective from applied linguistics and cognitive psychology. New York: Cambridge University Press. • Ellis, R. (2004). The definition and measurement of explicit knowledge. Language Learning, 54, 227–275. • Ellis, R. (2006). Modelling learning difficulty and second language proficiency: The differential contributions of implicit and explicit knowledge. Applied Linguistics 27, 431–463. • Ellis, R., Loewen, S., Elder, C., Erlam, R., Philp, J., & Reinders, H. (2009). Implicit and explicit knowledge in second language learning, testing and teaching. Bristol: Multilingual Matters. • Gutiérrez, X. (2013). The construct validity of grammaticality judgment tests as measures of implicit and explicit knowledge. Studies in Second Language Acquisition, 35, 423–449. • Ionin, T., & Wexler, K. (2002). Why is‘is’easier than‘–s’? Acquisition of tense/agreement morphology by child second language learners of English. Second Language Research, 10, 95–136. • Jiang, N. (2004). Morphological insensitivity in second language processing. Applied Psycholinguistics, 25, 603–634. • Lardiere, D. (1998). Dissociating syntax from morphology in a divergent L2 end-state grammar. Second Language Research, 14, 359–375. • Krashen, S. D. (1981). Second language acquisition and second language learning. Oxford: Pergamon.
  • 36. References (2) • Murakami, A. (2013). Cross-linguistic influence on the accuracy order of L2 English grammatical morphemes. In S. Granger, S. Gaëtanelle, & F. Meunier (Eds.), Twenty years of learner corpus research: Looking back, moving ahead: Corpora and language in use—Proceedings 1 (pp. 325–334). Louvain-la- Neuve: Presses universitaires de Louvain. • Myles, F. (2005). Interlanguage corpora and second language acquisition research. Second Language Research, 21, 373–391. • Nesselhauf, N. (2005). Collocations in a learner corpus. Amsterdam: John Benjamins. • Ortega, L. (2009). Understanding second language acquisition. London: Hodder Education. • Shibuya, M., & Wakabayashi, S. (2008). Why are L2 learners not always sensitive to subject–verb agreement? EuroSLA Yearbook, 8, 235–258. • Wakabayashi, S. (1997). The acquisition of functional categories by learners of English. Ph.D. Dissertation, University of Cambridge. • Wakabayashi, S., Fukuda, K., Bannai, M., & Asaoka, S. (2007). Japanese speakers’sensitivity to third person singular -s in English: Arguments based on ERP data. Second Language, 6, 19–46. • Wakabayashi, S., Fukushima, R., Maemura, S. (2006). Santangen no -s no ayamari no genin: Syugo to doosi no kyori to sosei no syurui [Causes of errors of 3rd person singular –s: Distance between the subject and the verb, and the kind of features]”. Kagaku-kenkyu-hi hookokusho 15520364 [Kakenhi technical report 15520364], 15–44. • Wakabayashi, S., & Yamazaki, T. (2006). Santangen no –s no ayamari ni mirareru toogokoozoo to senteki kyori no eikyo [Effects of the syntactic distance and of the linear distance in errors of 3rd person singular –s]. Kagaku-kenkyu-hi hookokusho 15520364 [Kakenhi technical report 15520364], 45–64.