Introduction published In: Beyond Corpus Data — Complementary and Alternative Methods in Cognitive Linguistics
Edited by Anton Granvik, Veera Hatakka, Olli O. Silvennoinen, Riku Erkkilä and Eveliina Mäntylä
[Review of Cognitive Linguistics 23:2] 2025
► pp. 327–344
Introduction to the special issue
Beyond corpus data — complementary and alternative methods in cognitive linguistics
Published online: 28 October 2025
https://doi.org/10.1075/rcl.00236.gra
https://doi.org/10.1075/rcl.00236.gra
Abstract
This thematic section focuses on the methodology of cognitive linguistics. It explores ways of answering three
types of research questions: those concerning the mental representations of linguistic categories, the linguistic representation
of cognitive phenomena, and the connections between conceptual and linguistic structures. Methodologically, the thematic section
focuses on corpora and going beyond their use in cognitive linguistic research. Two of the papers included in this section extend
the corpus data to offer more compelling evidence for various empirical inquiries, whereas the third one uses video clips to
elicit data given that corpus data is not available. The languages under investigation are Arabic, English, Finnish, Italian,
Spanish, and Swedish.
Article outline
- 1.Introduction: Data, methods and research questions in cognitive linguistics
- 2.Evidence in cognitive linguistics
- 2.1Corpus evidence
- 2.2Task-based evidence: Experimental and non-experimental
- 2.3Converging evidence
- 3.This section
- Acknowledgements
- Notes
References
References (67)
Anthonissen, L. (2020). Cognition
in construction grammar: Connecting individual and community grammars. Cognitive
Linguistics, 31(2), 309–337.
Arppe, A., Gilquin, G., Glynn, D., Hilpert, M., & Zeschel, A. (2010). Cognitive
corpus linguistics: Five points of debate on current theory and
methodology. Corpora, 5(1), 1–27.
Berman, R. A., & Slobin, D. I. (1994). Relating
events in narrative: A crosslinguistic developmental
study. Hillsdale: Lawrence Erlbaum.
Biber, D., Johansson, S., Leech, G., Conrad, S., & Finegan, E. (1998). Longman
grammar of spoken and written
English. Harlow: Longman.
Blumenthal-Dramé, A. (2012). Entrenchment
in usage-based theories: What Corpus data do and do not reveal about the
mind. Berlin: de Gruyter Mouton.
(2016). What
corpus-based cognitive linguistics can and cannot expect from neurolinguistics. Cognitive
Linguistics, 27(4), 493–505.
Brugman, C. (1988). The
story of over: Polysemy, semantics, and the structure of the lexicon (Doctoral
dissertation, University of California Berkeley, 1988).
Brugman, C., & Lakoff, G. (2006
[1988]). Cognitive topology and lexical
networks. In D. Geeraerts (Ed.), Cognitive
linguistics: Basic
readings (pp. 109–139). Berlin: Mouton de Gruyter.
Bybee, J. L. (2006). From
usage to grammar: The mind’s response to
repetition. Language, 82(4), 711–733.
Dąbrowska, E. (2008). The
effects of frequency and neighbourhood density on adult speakers’ productivity with Polish case inflections: An empirical test
of usage-based approaches to morphology. Journal of Memory and
Language, 58(4), 931–951.
Dąbrowska, E., & Street, J. (2006). Individual
differences in language attainment: Comprehension of passive sentences by native and non-native English
speakers. Language
Sciences, 28(6), 604–615.
Divjak, D. (2017). The
role of lexical frequency in the acceptability of syntactic variants: Evidence from that-clauses in
Polish. Cognitive
Science, 41(2), 354–382.
Divjak, D., Dąbrowska, E., & Arppe, A. (2016). Machine
meets man: Evaluating the psychological reality of corpus-based probabilistic models. Cognitive
Linguistics, 27(1), 1–33.
Divjak, D., & Gries, S. T. (2006). Ways
of trying in Russian: Clustering behavioral profiles. Corpus Linguistics and Linguistic
Theory, 2(1), 23–60.
Etelämäki, M., & Visapää, L. (2014). Why
blend conversation analysis with cognitive
grammar? Pragmatics, 24(3), 477–506.
Evans, V. (2013). Language
and time: A cognitive linguistics
approach. Cambridge: Cambridge University Press.
Flach, S. (2020). Schemas
and the frequency/acceptability mismatch: Corpus distribution predicts sentence
judgments. Cognitive
Linguistics, 31(4), 609–645.
Glynn, D., & Robinson, J. A. (2014). Corpus
methods for semantics: Quantitative studies in polysemy and synonymy. Amsterdam & Philadelphia: John Benjamins.
Glynn, D., & Fischer, K. (Eds.). (2010). Quantitative
methods in cognitive semantics: Corpus-driven
approaches. Berlin: Mouton de Gruyter.
Goldberg, A. E. (1995). Constructions:
A Construction Grammar approach to argument structure. Chicago, IL: University of Chicago Press.
(2006). Constructions
at work: The nature of generalization in
language. Oxford: Oxford University Press.
Gries, S. T. (2010). Corpus
linguistics and theoretical linguistics: A love-hate relationship? Not
necessarily. International Journal of Corpus
Linguistics, 15(3), 327–343.
Gries, S. T., Hampe, B., & Schönefeld, D. (2005). Converging
evidence: Bringing together experimental and corpus data on the association of verbs and
constructions. Cognitive
Linguistics, 16(4), 635–676.
Grieve, J. (2021). Observation,
experimentation, and replication in
linguistics. Linguistics, 59(5), 1343–1356.
Itkonen, E. (1981). The
concept of linguistic intuition. In F. Coulmas (Ed.), A
Festschrift for native
speaker (pp. 127–140). Berlin: Mouton de Gruyter.
Itkonen, E., & Pajunen, A. (2010). Empiirisen kielitieteen metodologia [The methodology of empirical
linguistics]. Helsinki: Suomalaisen Kirjallisuuden Seura.
Janda, L. A. (2013). Quantitative
methods in cognitive linguistics: An introduction. In L. A. Janda (Ed.), Cognitive
linguistics — the quantitative turn: An essential
reader (pp. 1–32). Berlin: Mouton de Gruyter.
Klavan, J. (2012). Evidence
in linguistics: corpus-linguistic and experimental methods for studying grammatical
synonymy. Doctoral
dissertation. Tartu: University of Tartu Press.
Klavan, J., & Veismann, A. (2017). Are
corpus-based predictions mirrored in the preferential choices and ratings of native speakers? Predicting the alternation
between the Estonian adessive case and the adposition peal ‘on’. ESUKA —
JEFUL, 8(2), 59–91.
Konstenius, R. A. (2014). Empiria, eksperimentti ja etiikka: Kielitieteen metateoriaa [Empirical evidence, experiment and ethics: On the metatheory of linguistics] (Doctoral
dissertation, University of Helsinki, 2014).
Lakoff, G. (1987). Women,
fire, and dangerous things: What categories reveal about the
mind. Chicago: University of Chicago Press.
(1991). The
invariance hypothesis: Is abstract reason based on image-schemas? Cognitive
Linguistics, 1(1), 39–74.
Lakoff, G., & Johnson, M. (2003
[1980]). Metaphors we live
by. Chicago: University of Chicago Press.
Langacker, R. W. (1987). Foundations
of cognitive grammar, Volume 1: Theoretical
prerequisites. Stanford: Stanford University Press.
Luodonpää-Manni, M., Hamunen, M., & Konstenius, R. (2020). Tutkimuksen
käytäntö [Research in practice]. In M. Luodonpää-Manni, M. Hamunen, R. Konstenius, M. Miestamo, U. Nikanne, & K. Sinnemäki (Eds.), Kielentutkimuksen menetelmiä I–IV [Methods in linguistics
I–IV] (pp. 1–37). Helsinki: Suomalaisen Kirjallisuuden Seura.
Luodonpää-Manni, M., & Ojutkangas, K. (2020). Laadullinen aineistopohjainen kielentutkimus [Qualitative
corpus-based linguistics]. In M. Luodonpää-Manni, M. Hamunen, R. Konstenius, M. Miestamo, U. Nikanne, & K. Sinnemäki (Eds.), Kielentutkimuksen menetelmiä I–IV [Methods in linguistics
I–IV] (pp. 412–441). Helsinki: Suomalaisen Kirjallisuuden Seura.
Marr, D. (1982). Vision:
A computational investigation into the human representation and processing of visual
information. New York: Freeman.
McConnell, K., & Blumenthal-Dramé, A. (2022). Effects
of task and corpus-derived association scores on the online processing of collocations. Corpus
Linguistics and Linguistic
Theory, 18(1), 33–76.
Mehl, S. (2021). What
we talk about when we talk about corpus frequency: The example of polysemous verbs with light and concrete
senses. Corpus Linguistics and Linguistic
Theory, 17(1), 223–247.
Newman, J., & Sorenson Duncan, T. (2019). The
subject of ROAR in the mind and in the corpus: What divergent results can teach us. Linguistica
Atlantica, 37(1). [URL]
Pajunen, A., & Itkonen, E. (2019). Intuition
and beyond: A hierarchy of descriptive methods. In A. Mäkilähde, V. Leppänen & E. Itkonen (Eds.), Normativity
in language and
linguistics (pp. 213–234). Amsterdam: John Benjamins.
Proos, M. (2019). Polysemy
of the Estonian verb nägema ‘to see’. In L. J. Speed, C. O’Meara, L. San Roque & A. Majid (Eds.), Perception
metaphors (pp. 231–252). Amsterdam: John Benjamins.
Rastelli, S. (2020). Contingency
learning and perfective morpheme productivity in L2 Italian: A study on lexeme–morpheme associations with
ΔP. Corpus Linguistics and Linguistic
Theory, 16(3), 459–486.
Rooth, M. E. (1985). Association
with focus (Doctoral dissertation, University of Massachusetts, 1985).
Sandra, D., & Rice, S. (1995). Network
analyses of prepositional meaning: Mirroring whose mind — the linguist’s or the language
user’s? Cognitive
Linguistics, 6(1), 89–130.
Schmid, H.-J. (2000). English
abstract nouns as conceptual shells: From corpus to
cognition. Berlin: Mouton de Gruyter.
(2015). A
blueprint of the Entrenchment-and-Conventionalization Model. Yearbook of the German Cognitive
Linguistics
Association 31, 1–27.
(2020). The
dynamics of the linguistic system. Usage, conventionalization, and
entrenchment. Oxford: Oxford University Press.
Schönefeld, D. (2011). Introduction:
On evidence and the convergence of evidence in linguistic
research. In D. Schönefeld (Ed.), Converging
evidence: Methodological and theoretical issues for linguistic
research (pp. 1–32). Amsterdam: John Benjamins.
Senft, G. (2003). Ethnographic
methods. In G. Rickheit, T. Herrmann & W. Deutsch (Eds.), Psycholinguistics:
An international
handbook (pp. 106–114). Berlin: Walter de Gruyter.
Silvennoinen, O. O. (2019). Contrastive
negation: Constructional variation within and across languages (Doctoral
dissertation, University of Helsinki, 2019). [URL]
Spalek, K., & Zeldes, A. (2017). Converging
evidence for the relevance of alternative sets: Data from NPs with focus sensitive particles in
German. Language and
Cognition, 9(1), 24–51.
Steen, G. J. (2011). Issues
in collecting converging evidence: Is metaphor always a matter of
thought? In D. Schönefeld (Ed.), Converging
evidence: Methodological and theoretical issues for linguistic
research (pp. 33–54). Amsterdam: John Benjamins.
Stefanowitsch, A. (2020). Corpus
linguistics: A guide to the
methodology. Berlin: Language Science Press.
Stefanowitsch, A., & Flach, S. (2016). The
corpus-based perspective on entrenchment. In H.-J. Schmid (Ed.), Entrenchment
and the psychology of language learning: How we reorganize and adapt linguistic
knowledge (pp. 101–128). Berlin & Boston: Mouton de Gruyter.
Street, J. A., & Dąbrowska, E. (2010). More
individual differences in language attainment: How much do adult native speakers of English know about passives and
quantifiers? Lingua, 120(8), 2080–2094.
Talmy, L. (2000). Toward
a cognitive semantics, Vol. I: Concept structuring
systems. Cambridge: The MIT Press.
Teubert, W. (2005). My
version of corpus linguistics. International Journal of Corpus
Linguistics, 10(1), 1–13.
Tomasello, M. (2003). Constructing
a language: A usage-based theory of language acquisition. Cambridge, MA & London: Harvard University Press.
Verhagen, A. (2005). Constructions
of intersubjectivity: Discourse, syntax, and
cognition. Oxford: Oxford University Press.
(2007). Construal
and perspectivization. In D. Geeraerts & H. Cuyckens (Eds.), Oxford
handbook of cognitive
linguistics (pp. 48–81). Oxford: Oxford University Press.
Winter, B. (2019). Sensory
linguistics: Language, perception and
metaphor. Amsterdam: John Benjamins.
