The most under-used statistical method in corpus linguistics: Multi-level (and mixed-effects) models

S Th. Gries - Corpora, 2015 - euppublishing.com
Much statistical analysis of psycholinguistic data is now being done with so-called mixed-
effects regression models. This development was spearheaded by a few highly influential …

[BOOK][B] Overcoming challenges in corpus construction: The spoken British National Corpus 2014

R Love - 2020 - taylorfrancis.com
This volume offers a critical examination of the construction of the Spoken British National
Corpus 2014 (Spoken BNC2014) and points the way forward toward a more informed …

Cognitive indigenization effects in the English dative alternation

M Röthlisberger, J Grafmiller, B Szmrecsanyi - Cognitive Linguistics, 2017 - degruyter.com
We advance theory formation in cognitive sociolinguistics by exploring the extent to which
language users' probabilistic grammar varies regionally. For this purpose, we investigate the …

Argument structure in usage-based construction grammar

F Perek - 2015 - torrossa.com
All languages provide ways to talk about events and their participants; this function is
typically assumed in great part by verbs. It is precisely for this reason that, more so than …

Towards cognitively plausible data science in language research

P Milin, D Divjak, S Dimitrijević, RH Baayen - Cognitive Linguistics, 2016 - degruyter.com
Over the past 10 years, Cognitive Linguistics has taken a quantitative turn. Yet, concerns
have been raised that this preoccupation with quantification and modelling may not bring us …

Variationist sociolinguistics and corpus-based variationist linguistics: Overlap and cross-pollination potential

B Szmrecsanyi - Canadian Journal of Linguistics/Revue canadienne …, 2017 - cambridge.org
The paper surveys overlap between corpus linguistics and variationist sociolinguistics.
Corpus linguistics is customarily defined as a methodology that bases claims about …

[BOOK][B] Understanding corpus linguistics

D Barth, S Schnell - 2021 - taylorfrancis.com
This textbook introduces the fundamental concepts and methods of corpus linguistics for
students approaching this topic for the first time, putting specific emphasis on the enormous …

Assessing the complexity of lectal competence: the register-specificity of the dative alternation after give

A Engel, J Grafmiller, L Rosseel… - Cognitive …, 2022 - degruyter.com
Recent evidence suggests that probabilistic grammars may be modulated by communication
mode and genre. Accordingly, the question arises how complex language users' lectal …

The cognitive plausibility of statistical classification models: Comparing textual and behavioral evidence

J Klavan, D Divjak - Folia Linguistica, 2016 - degruyter.com
Usage-based linguistics abounds with studies that use statistical classification models to
analyze either textual corpus data or behavioral experimental data. Yet, before we can draw …

Dative alternation in Chinese: A mixed-effects logistic regression analysis

D Zhang, J Xu - International Journal of Corpus Linguistics, 2023 - jbe-platform.com
This study investigates the factors significantly constraining dative alternation in Chinese by
adopting mixed-effects logistic regression modelling. The analysis showed that such factors …