Article In: Review of Cognitive Linguistics: Online-First Articles
Weight effects in Slovak
A corpus investigation
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Abstract
This corpus study investigates the principle of end-weight, i.e., the role of constituent weight in determining
postverbal NP and PP order, in Slovak. Drawing on a 266-token sample from the Slovak National Corpus, I examine whether Slovak,
reflecting findings from research on English, exhibits a preference for placing lighter constituents before heavier ones and
whether Heavy NP Shift (HNPS) occurs when NPs outweigh PPs.
Corroborating experimental studies, the findings reveal that Slovak prefers light-before-heavy ordering,
underscoring the cross-linguistic applicability of the principle of end-weight. HNPS is observed in the Slovak data as well.
Furthermore, the results suggest that while weight is a robust predictor for postverbal NP and PP ordering, the influence of verb
transitivity and individual verbs is less clear. As the first corpus-based investigation of weight effects in Slovak, the study
demonstrates that weight effects are a general cognitive constraint that also applies to Slovak.
Article outline
- 1.Introduction
- 2.Methodology
- 2.1Corpus data
- 2.2Covarying-collexeme analysis
- 3.Corpus study
- 3.1Light-before-heavy preference
- 3.2Heavy NP Shift
- 3.3Weight difference
- 3.4Verb transitivity
- 3.5Lexical verbs
- 4.Discussion
- 5.Conclusion
- Acknowledgements
- Notes
References
References (41)
Arnold, Jennifer, Losongco, Anthony, Wasow, Thomas & Ginstrom, Ryan. (2000). Heaviness
vs. newness: The effects of structural complexity and discourse status on constituent
ordering. Language, 76(1), 28–55.
Behaghel, Otto. (1909). Beziehungen zwischen Umfang und Reihenfolge von Satzgliedern [Relationships between size and ordering of constituents]. Indogermanische
Forschungen, 251, 110–142.
. (1930). Von deutscher Wortstellung [Of German word
order]. Zeitschrift für Deutschkunde, Jahrgang 44 der Zeitschrift für deutschen Unterricht, 82–89.
Givón, Talmy. (1988). The
pragmatics of word order: Predictability, importance, and
attention. In Hammond, Michael, Moravcsik, Edith A. & Jessica Wirth (Eds.), Studies
in syntactic
typology (pp. 243–284). John Benjamins.
Goldberg, Adele E. (2003). Constructions: A new
theoretical approach to language. TRENDS in Cognitive
Sciences, 7(5), 219–224.
(2015). The role of quantitative
methods in cognitive linguistics: Corpus and experimental data on (relative) frequency and contingency of words and
constructions. In Daems, Jocelyne, Heylen, Kris, Speelman, Dirk & Hubert Cuyckens (Eds.), Change
of paradigms-new paradoxes: Recontextualizing language and
linguistics (pp. 311–325). De Gruyter Mouton.
(2019). 15 years of collostructions:
Some long overdue additions/corrections (to/of actually all sorts of corpus-linguistic
measures). International Journal of Corpus
Linguistics, 24(3), 386–412.
(2022). Toward more careful corpus
statistics: Uncertainty estimates for frequencies, dispersions, association measures, and
more. Research Methods in Applied
Linguistics, 1(1), 1–19.
Gries, Stefan Th., Hampe, Beate & Schönefeld, Doris. (2005). Converging
evidence: Bringing together experimental and corpus data on the association of verbs and
constructions. Cognitive
Linguistics, 16(4), 635–676.
Gries, Stefan Th. & Stefanowitsch, Anatol. (2004). Extending
collostructional analysis. International Journal of Corpus
Linguistics, 9(1), 97–129.
Hawkins, John A. (1994). A performance theory of order and
constituency (Cambridge Studies in Linguistics
73). Cambridge: Cambridge UP.
Hoffmann, Thomas. (2011). Preposition
placement in English: A usage-based approach (Studies in English
Language). Cambridge UP.
. (2019). English
comparative correlatives: Diachronic and synchronic variation at the lexicon-syntax interface (Studies
in English Language). Cambridge UP.
Hoffmann, Thomas, Brunner, Thomas & Horsch, Jakob. (2020). English
comparative correlative constructions: A usage-based account. Open
Linguistics, 6(1), 196–215.
Horsch, Jakob. (2021). Slovak
comparative correlatives: A usage-based construction grammar account. Constructions and
Frames, 13(2), 193–229.
. (2023a). The
comparative correlative construction in World Englishes: A usage-based construction grammar
approach. University of Eichstätt-Ingolstadt PhD
Thesis. [URL]
. (2023b). From
corpus data to constructional networks: Analyzing language with the usage-based construction grammar
framework. Jazykovedný časopis [Journal of Linguistics of the Slovak Academy of
Sciences], 74(3), 701–740.
Horsch, Jakob & Ivanová, Martina. (2024). Looking
beyond information structure: Evidence from MET experiments for weight effects on Slovak word
order. Journal of Slavic
Linguistics, 32(2), 233–259.
Ivanová, Martina, Sokolová, Miloslava, Kyseľová, Miroslava & Perovská, Veronika. (2014). Valenčný slovník slovenských slovies na korpusovom základe [Valency
dictionary of Slovak verbs based on corpus data]. Filozofická Fakulta Prešovskej
Univerzity [Philosophical Faculty of the University of
Prešov]. [URL]. (10 March,
2026.)
Kačala, Ján. (2025). Skladba slovenského jazyka [The composition of the Slovak
language]. Matica Slovenská.
Kizach, Johannes. (2012). Evidence
for weight effects in Russian. Russian
Linguistics, 36(3), 251–270.
Mains, Paul, McGowan, Kevin & Medeiros, David J. (2015). Gradient acceptability
by length in heavy NP shift. Presented at the 89th Annual Meeting
of the Linguistic Society of America, Portland OR.
Medeiros, David, Mains, Paul & McGowan, Kevin B. (2021). Ceiling effects on
weight in heavy NP shift. Linguistic
Inquiry, 52(2), 426–440.
Melnick, Robin Jeffrey. (2017). Consistency in
variation: On the provenance of end-weight. Stanford University PhD Thesis.
Quirk, Randolph, Greenbaum, Sidney, Leech, Geoffrey & Svartvik, Jan. (1985). A
comprehensive grammar of the English
language. Longman.
Ross, John Robert. (1967). Constraints on variables
in syntax. MIT PhD Thesis.
Schmid, Hans-Jörg & Küchenhoff, Helmut. (2013). Collostructional
analysis and other ways of measuring lexicogrammatical attraction: Theoretical premises, practical problems and cognitive
underpinnings. Cognitive
Linguistics, 24(3), 531–577.
Stallings, Lynne M. & MacDonald, Maryellen C. (2011). It’s not just the
“heavy NP”: Relative phrase length modulates the production of heavy-NP shift. Journal of
Psycholinguistic
Research, 40(3), 177–187.
Stallings, Lynne M., MacDonald, Maryellen C. & O’Seaghdha, Padraig G. (1998). Phrasal ordering
constraints in sentence production: Phrase length and verb disposition in heavy-NP
shift. Journal of Memory and
Language, 39(3), 392–417.
Stefanowitsch, Anatol. (2013). Collostructional
analysis. In Hoffmann, Thomas & Graeme Trousdale (Eds.), The
Oxford handbook of Construction
Grammar (pp. 290–306). Oxford UP.
Stefanowitsch, Anatol & Gries, Stefan Th. (2003). Collostructions:
Investigating the interaction of words and constructions. International Journal of Corpus
Linguistics, 8(2), 209–243.
Szmrecsányi, Benedikt. (2004). On
operationalizing syntactic complexity. In Purnelle, Gérard, Fairon, Cédrick & Anne Dister (Eds.), Le
poids des mots. Proceedings of the 7th International Conference on Textual Data Statistical
Analysis (pp. 1032–1039). UCL.
Wasow, Thomas & Arnold, Jennifer. (2003). Post-verbal
constituent ordering in English. In Rohdenburg, Günter & Britta Mondorf (Eds.), Determinants
of grammatical variation in
English (pp. 119–154). De Gruyter.