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Corpus-based Approaches to Register Variation
Edited by Elena Seoane and Douglas Biber
[Studies in Corpus Linguistics 103] 2021
► pp. 51–84

Chapter 3
How register-specific is probabilistic grammatical knowledge?

A programmatic sketch and a case study on the dative alternation with give

| KU Leuven
| University of Birmingham
| Vrije Universiteit Brussel | KU Leuven
| KU Leuven
| KU Leuven

While there is preliminary evidence about the importance of register in linguistic choice-making processes, systematic studies focusing on the interaction between register and language-internal constraints are lacking in variationist linguistics. This contribution sketches an ongoing project in which two well-understood grammatical alternations (dative alternation and future marker alternation) are analysed with variationist methods, focusing on the role of register defined at the intersection of mode (spoken vs written) and formality (formal vs informal). Probabilistic corpus models will be complemented with rating experiments to investigate to what extent they correlate with participants’ ratings, and to illustrate the importance of methodological diversity in investigating usage-based theories of grammar. We present corpus results of a case study on the dative alternation with give.

Keywords: register, variationist analysis, usage-based approach, probabilistic grammar, dative alternation, grammatical choice-making, two-fold methodology, formality
Article outline
  • 1.Introduction
  • 2.Register in variationist linguistics
  • 3.A programmatic sketch
    • 3.1Research questions
    • 3.2Methodology
      • 3.2.1Corpus data
      • 3.2.2Experimental track
  • 4.Case study: The dative alternation in English
    • 4.1Variable context
    • 4.2Language-internal constraints
      • 4.2.1Constituent length
      • 4.2.2Pronominality
      • 4.2.3Complexity
      • 4.2.4Frequency
      • 4.2.5Definiteness
      • 4.2.6Animacy
      • 4.2.7Verb sense
    • 4.3Analysis
    • 4.4Results
  • 5.Discussion and conclusion
  • Notes
  • References
Published online: 8 December 2021
DOI logo
https://doi.org/10.1075/scl.103.03eng
References
Arppe, Antti, Gilquin, Gaëtanelle, Glynn, Dylan, Hilpert, Martin & Zeschel, Arne
2010 Cognitive corpus linguistics: Five points of debate on current theory and methodology. Corpora 5(1): 1–27. DOI logoGoogle Scholar
Baayen, R. Harald
2008 Analyzing Linguistic Data: A Practical Introduction to Statistics Using R. Cambridge: CUP. DOI logoGoogle Scholar
Balota, David A. & Chumbley, James I.
1984 Are lexical decisions a good measure of lexical access? The role of word frequency in the neglected decision stage. Journal of Experimental Psychology: Human Perception & Performance 10(3): 340–357.Google Scholar
Bates, Douglas M., Mächler, Martin, Bolker, Ben & Walker, Steve
2015 Fitting linear mixed-effects models using lme4. Journal of Statistical Software 67(1): 1–48. DOI logoGoogle Scholar
Behaghel, Otto
1909 Beziehungen zwischen Umfang und Reihenfolge von Satzgliedern (Relationships between size and ordering of constituents). Indogermanische Forschungen 25: 110–142.Google Scholar
Belsley, David A., Kuh, Edwin & Welsch, Roy E.
1980 Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. New York NY: John Wiley. DOI logoGoogle Scholar
Biber, Douglas
1988 Variation across Speech and Writing. Cambridge: CUP. DOI logoGoogle Scholar
2012 Register as a predictor of linguistic variation. Corpus Linguistics and Linguistic Theory 8(1): 9–37. DOI logoGoogle Scholar
2019 Text-linguistic approaches to register variation. Register Studies 1(1): 42–75. DOI logoGoogle Scholar
Biber, Douglas & Conrad, Susan
2019 Register, Genre, and Style, 2nd edn. Cambridge: CUP. DOI logoGoogle Scholar
Biber, Douglas & Egbert, Jesse
2018 Register Variation Online. Cambridge: CUP. DOI logoGoogle Scholar
Biber, Douglas, Egbert, Jesse, Gray, Bethany, Oppliger, Rahel & Szmrecsanyi, Benedikt
2016 Variationist versus text-linguistic approaches to grammatical change in English: Nominal modifiers of head nouns. In The Cambridge Handbook of English Historical Linguistics, Merja Kytö & Päivi Pahta (eds), 351–375. Cambridge: CUP. DOI logoGoogle Scholar
Biber, Douglas, Johansson, Stig, Leech, Geoffrey, Conrad, Susan & Finegan, Edward
1999 Longman Grammar of Spoken and Written English. Harlow: Pearson Education.Google Scholar
Branigan, Holly P., Pickering, Martin J. & Tanaka, Mikihiro
2008 Contributions of animacy to grammatical function assignment and word order during production. Lingua 118(2): 172–189. DOI logoGoogle Scholar
Bresnan, Joan, Cueni, Anna, Nikitina, Tatiana & Baayen, R. Harald
2007 Predicting the dative alternation. In Cognitive Foundations of Interpretation, Gerlof Bouma, Irene Krämer & Joost Zwarts (eds), 69–94. Amsterdam: Royal Netherlands Academy of Arts and Sciences.Google Scholar
Bresnan, Joan & Ford, Marilyn
2010 Predicting syntax: Processing dative constructions in American and Australian varieties of English. Language 86(1): 168–213. DOI logoGoogle Scholar
Bresnan, Joan & Hay, Jennifer
2008 Gradient grammar: An effect of animacy on the syntax of give in New Zealand and American English. Lingua 118(2): 245–259. DOI logoGoogle Scholar
Bušta, Jan, Herman, Ondřej, Jakubíček, Miloš, Krek, Simon & Novak, Blaž
2017 JSI Newsfeed Corpus. Paper presented at the 9th International Corpus Linguistics Conference, University of Birmingham.
Bybee, Joan L.
2006 From usage to grammar: The mind’s response to repetition. Language 82(4): 711–733. DOI logoGoogle Scholar
Chafe, Wallace L.
1976 Givenness, contrastiveness, definiteness, subjects, topics, and point of view. In Subject and Topic, Charles N. Li (ed.), 25–56. New York NY: Academic Press.Google Scholar
D’Arcy, Alexandra & Tagliamonte, Sali A.
2015 Not always variable: Probing the vernacular grammar. Language Variation and Change 27(3): 255–285. DOI logoGoogle Scholar
Davies, Mark
2013 Corpus of Global Web-Based English: 1.9 billion Words from Speakers in 20 Countries (GloWbE). [URL]> (25 May 2021).
2018 The 14 Billion Word iWeb Corpus. [URL]> (25 May 2021).
Ehmer, Oliver & Rosemeyer, Malte
2018 When “questions” are not questions. Inferences and conventionalization in Spanish but-prefaced partial interrogatives. Open Linguistics 4: 70–100. DOI logoGoogle Scholar
Ford, Marilyn & Bresnan, Joan
2013 Using convergent evidence from psycholinguistics and usage. In Research Methods in Language Variation and Change, Manfred Krug & Julia Schlüter (eds), 295–312. Cambridge: CUP. DOI logoGoogle Scholar
Garretson, Gregory, O’Connor, Catherine, Skarabela, Barbora & Hogan, Marjorie
2004 Coding practices used in the Project Optimality Typology of Determiner Phrases. Ms, Boston University.Google Scholar
Geleyn, Tim
2017 Syntactic variation and diachrony: The case of the Dutch dative alternation. Corpus Linguistics and Linguistic Theory 13(1): 65–96. DOI logoGoogle Scholar
Gerwin, Johanna
2014 Ditransitives in British English Dialects [Topics in English Linguistics 50.3]. Berlin: De Gruyter Mouton. DOI logoGoogle Scholar
Grafmiller, Jason
2014 Variation in English genitives across modality and genres. English Language and Linguistics 18(3): 471–496. DOI logoGoogle Scholar
Grafmiller, Jason & Szmrecsanyi, Benedikt
2018 Mapping out particle placement in Englishes around the world. A case study in comparative sociolinguistic analysis. Language Variation and Change 30(3): 385–412. DOI logoGoogle Scholar
Gries, Stefan T.
2003 Towards a corpus-based identification of prototypical instances of constructions. Annual Review of Cognitive Linguistics 1(1). 1–27. DOI logoGoogle Scholar
2015 The most under-used statistical method in corpus linguistics: Multi-level (and mixed-effects) models. Corpora 10(1): 95–125. DOI logoGoogle Scholar
Grondelaers, Stefan, Speelman, Dirk & Geeraerts, Dirk
2008 National variation in the use of er “there”. Regional and diachronic constraints on cognitive explanations. In Cognitive Sociolinguistics [Cognitive Linguistics Research 39], Gitte Kristiansen & René Dirven (eds), 153–204. Berlin: Mouton de Gruyter. DOI logoGoogle Scholar
Gundel, Jeanette K., Hedberg, Nancy & Zacharski, Ron
1993 Cognitive status and the form of referring expressions in discourse. Language 69(2): 274–307. [URL]
Guy, Gregory R.
2005 Letters to Language . Language 81(3): 561–563. DOI logoGoogle Scholar
2015 Coherence, constraints and quantities. Paper presented at New Ways of Analyzing Variation (NWAV) 44, University of Toronto.
Hawkins, John A.
1995 A Performance Theory of Order and Constituency. Cambridge: CUP. DOI logoGoogle Scholar
Hayes, John R. & Flower, Linda S.
1980 Identifying the organisation of writing processes. In Cognitive Processes in Writing, Lee W. Gregg & Erwin Steinberg (eds), 3–30. Hillsdale NJ: Lawrence Erlbaum Associates.Google Scholar
Heller, Benedikt, Szmrecsanyi, Benedikt & Grafmiller, Jason
2017 Stability and fluidity in syntactic variation world-wide: The genitive alternation across varieties of English. Journal of English Linguistics 45(1): 3–27. DOI logoGoogle Scholar
Jankowski, Bridget L.
2013 A Variationist Approach to Cross-Register Language Variation and Change. PhD dissertation, University of Toronto.
Klavan, Jane & Divjak, Dagmar
2016 The cognitive plausibility of statistical classification models: Comparing textual and behavioral evidence. Folia Linguistica 50(2), 355–384. DOI logoGoogle Scholar
Koch, Peter & Oesterreicher, Wulf
2012 Language of immediacy – Language of distance: Orality and literacy from the perspective of language theory and linguistic history. In Communicative spaces: Variation, contact, and change, Claudia Lange, Beatrix Weber & Göran Wolf (eds), 441–473. Frankfurt: Peter Lang.Google Scholar
Labov, William
1972 Sociolinguistic Patterns. Philadelphia PA: University of Pennsylvania Press.Google Scholar
1984 Field methods of the project on linguistic change and variation. In Language in Use: Readings in Sociolinguistics, John Baugh & Joel Scherzer (eds), 28–53. Englewood Cliffs NJ: Prentice Hall.Google Scholar
2010 Principles of Linguistic Change, Vol. 3: Cognitive and Cultural Factors [Language in Society 39]. Malden MA: Wiley-Blackwell. DOI logoGoogle Scholar
Levshina, Natalia
2015 How to do Linguistics with R: Data Exploration and Statistical Analysis. Amsterdam: John Benjamins. DOI logoGoogle Scholar
Love, Robbie, Dembry, Claire, Hardie, Andrew, Brezina, Vaclav & McEnery, Tony
2017 The Spoken BNC2014: Designing and building a spoken corpus of everyday conversations. International Journal of Corpus Linguistics 22(3): 319–344. DOI logoGoogle Scholar
MacDonald, Maryellen C.
2013 How language production shapes language form and comprehension. Frontiers in Psychology 4: 226. DOI logoGoogle Scholar
Marx, Maarten & Schuth, Anne
2010 DutchParl: The parliamentary documents in Dutch. In Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC’10), Nicoletta Calzolari, Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odijk, Stelios Piperidis, Mike Rosner & Daniel Tapias (eds), 3670–3677. Valletta, Malta: European Language Resources Association (ELRA). [URL]> (25 May 2021).
Nakagawa, Shinichi & Schielzeth, Holger
2012 A general and simple method for obtaining R² from generalized linear mixed-effects models. Methods in Ecology and Evolution 4(2): 133–142. DOI logoGoogle Scholar
Pijpops, Dirk & Van de Velde, Freek
2018 A multivariate analysis of the partitive genitive in Dutch. Bringing quantitative data into a theoretical discussion. Corpus Linguistics and Linguistic Theory 14(1): 99–131. DOI logoGoogle Scholar
R Core Team
2019 R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. [URL]> (25 May 2021).
Rayner, Keith & Duffy, Susan A.
1986 Lexical complexity and fixation times in reading: Effects of word frequency, verb complexity, and lexical ambiguity. Memory & Cognition 14(3): 191–201. DOI logoGoogle Scholar
Rickford, John R.
2014 Situation: Stylistic variation in sociolinguistic corpora and theory. Language and Linguistics Compass 8(11): 590–603. DOI logoGoogle Scholar
Röthlisberger, Melanie
2018a Regional Variation in Probabilistic Grammars: A Multifactorial Study of the English Dative Alternation. PhD dissertation, KU Leuven.
2018b Guidelines for the Dative Alternation. Ms.Google Scholar
Röthlisberger, Melanie, Grafmiller, Jason & Szmrecsanyi, Benedikt
2017 Cognitive indigenization effects in the English dative alternation. Cognitive Linguistics 28(4): 673–710. DOI logoGoogle Scholar
Schönefeld, Doris
2011 Introduction: On evidence and the convergence of evidence in linguistic research. In Converging Evidence: Methodological and Theoretical Issues for Linguistic Research, Doris Schönefeld (ed.), 1–31. Amsterdam: John Benjamins. DOI logoGoogle Scholar
Shih, Stephanie & Grafmiller, Jason
2011 Weighing in on end weight. Paper presented at the LSA 85th Annual Meeting, 6–9 January 2011, Pittsburgh PA.
Szmrecsanyi, Benedikt
2017 Variationist sociolinguistics and corpus-based variationist linguistics: Overlap and cross-pollination potential. Canadian Journal of Linguistics/Revue Canadienne de Linguistique 62(4): 685–701. DOI logoGoogle Scholar
2019 Register in variationist linguistics. Register Studies 1(1): 76–99. DOI logoGoogle Scholar
Szmrecsanyi, Benedikt, Grafmiller, Jason, Bresnan, Joan, Rosenbach, Annette, Tagliamonte, Sali & Todd, Simon
2017 Spoken syntax in a comparative perspective: The dative and genitive alternation in varieties of English. Glossa: A Journal of General Linguistics 2(1): 1–27. DOI logoGoogle Scholar
Tagliamonte, Sali A.
2013 Comparative sociolinguistics. In Handbook of Language Variation and Change, 2nd edn, Jack K. Chambers & Natalie Schilling (eds), 130–156. Chichester: John Wiley & Sons. DOI logoGoogle Scholar
2016 So sick or so cool? The language of youth on the internet. Language in Society 45(1): 1–32. DOI logoGoogle Scholar
Tagliamonte, Sali A. & D’Arcy, Alexandra
2009 Peaks beyond phonology: Adolescence, incrementation, and language change. Language 85(1): 58–108. DOI logoGoogle Scholar
Theijssen, Daphne, ten Bosch, Louis, Boves, Lou, Cranen, Bert & van Halteren, Hans
2013 Choosing alternatives: Using Bayesian networks and memory-based learning to study the dative alternation. Corpus Linguistics and Linguistic Theory 9(2): 227–262. DOI logoGoogle Scholar
Wasow, Thomas & Jennifer E. Arnold
2003 Post-verbal constituent ordering in English. In Günter Rohdenburg & Britta Mondorf (eds). Determinants of Grammatical Variation in English, 119–154. Berlin, New York: De Gruyter Mouton. DOI logoGoogle Scholar
Wolk, Christoph, Bresnan, Joan, Rosenbach, Anette & Szmrecsanyi, Benedikt
2013 Dative and genitive variability in Late Modern English: Exploring cross-constructional variation and change. Diachronica 30(3): 382–419. DOI logoGoogle Scholar
Wurm, Lee H. & Fisicaro, Sebastiano A.
2014 What residualizing predictors in regression analyses does (and what it does not do). Journal of Memory and Language 72: 37–48. DOI logoGoogle Scholar
York, Richard
2012 Residualization is not the answer: Rethinking how to address multicollinearity. Social Science Research 6(41): 1379–1386. DOI logoGoogle Scholar
Zaenen, Annie, Carletta, Jean, Garretson, Gregory, Bresnan, Joan, Koontz-Garboden, Andrew, Nikitina, Tatiana, O’Connor, Catherine & Wasow, Tom
2004 Animacy encoding in English: Why and how. In Proceedings of the 2004 ACL Workshop on Discourse Annotation, Barcelona, July 2004, Bonnie Webber & Donna Byron (eds), 118–125. East Stroudsburg PA: Association for Computational Linguistics. DOI logoGoogle Scholar
Zehentner, Eva
2019 Competition in Language Change: The Rise of the English Dative Alternation [Topics in English Linguistics 103]. Berlin: De Gruyter. DOI logoGoogle Scholar
Zuur, Alain F., Ieno, Elena N., Walker, Neil, Saveliev, Anatoly A. & Smith, Graham M.
2009 Mixed Effects Models and Extensions in Ecology with R. New York NY: Springer. DOI logoGoogle Scholar
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