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Corpus linguistics meets historical linguistics and construction grammar: how far have we come, and where do we go from here?

2024-03-23, Hilpert, Martin

This paper aims to give an overview of corpus-based research that investigates processes of language change from the theoretical perspective of Construction Grammar. Starting in the early 2000s, a dynamic community of researchers has come together in order to contribute to this effort. Among the different lines of work that have characterized this enterprise, this paper discusses the respective roles of qualitative approaches, diachronic collostructional analysis, multivariate techniques, distributional semantic models, and analyses of network structure. The paper tries to contextualize these approaches and to offer pointers for future research.

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Investigating English clippings experimentally:

2023, Martin Hilpert, David Correia Saavedra, Jennifer Rains

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Construction Grammar - theoretical reflections and empirical applications

2020-9-21, Hilpert, Martin

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The unidirectionality of semantic changes in grammaticalization: an experimental approach to the asymmetric priming hypothesis

2018, Hilpert, Martin, Correia Saavedra, David

Why is semantic change in grammaticalization typically unidirectional? It is a well-established finding that in grammaticalizing constructions, more concrete meanings tend to evolve into more schematic meanings. Jäger & Rosenbach (2008) appeal to the psychological phenomenon of asymmetric priming in order to explain this tendency. This article aims to evaluate their proposal on the basis of experimental psycholinguistic evidence. Asymmetric priming is a pattern of cognitive association in which one idea strongly evokes another (i.e. paddle strongly evokes water), while that second idea does not evoke the first one with the same force (water only weakly evokes paddle). Asymmetric priming would elegantly explain why semantic change in grammaticalization tends to be unidirectional, as in the case of English be going to, which has evolved out of the lexical verb go. As yet, empirical engagement with Jäger & Rosenbach's hypothesis has been limited. We present experimental evidence from a maze task (Forster et al. 2009), in which we test whether asymmetric priming obtains between lexical forms (such as go) and their grammaticalized counterparts (be going to). On the asymmetric priming hypothesis, the former should prime the latter, but not vice versa. Contrary to the hypothesis, we observe a negative priming effect: speakers who have recently been exposed to a lexical element are significantly slower to process its grammaticalized variant. We interpret this observation as a horror aequi phenomenon (Rohdenburg & Mondorf 2003).

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You don't get to see that every day: On the development of permissive get

2023-1-18, Hilpert, Martin, Perek, Florent

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Disentangling modal meanings with distributional semantics

2021-3-25, Hilpert, Martin

This paper investigates the collocational behavior of English modal auxiliaries such as may and might with the aim of finding corpus-based measures that distinguish between different modal expressions and that allow insights into why speakers may choose one over another in a given context. The analysis uses token-based semantic vector space modeling (Heylen et al. 2015, Hilpert and Correia Saavedra 2017) in order to determine whether different modal auxiliaries can be distinguished in terms of their collocational profiles. The analysis further examines whether different senses of the same auxiliary exhibit divergent collocational preferences. The results indicate that near-synonymous pairs of modal expressions, such as may and might or must and have to, differ in their distributional characteristics. Also different senses of the same modal expression, such as deontic and epistemic uses of may, can be distinguished on the basis of distributional information. We discuss these results against the background of previous empirical findings (Hilpert 2016, Flach in press) and theoretical issues such as degrees of grammaticalization (Correia Saavedra 2019) and the avoidance of synonymy (Bolinger 1968).

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Disentangling modal meanings with distributional semantics

2020, Hilpert, Martin, Susanne Flach

Abstract This article investigates the collocational behavior of English modal auxiliaries such as may and might with the aim of finding corpus-based measures that distinguish between different modal expressions and that allow insights into why speakers may choose one over another in a given context. The analysis uses token-based semantic vector space modeling (Heylen et al., 2015, Monitoring polysemy. Word space models as a tool for large-scale lexical semantic analysis. Lingua, 157: 153–72; Hilpert and Correia Saavedra, 2017, Using token-based semantic vector spaces for corpus-linguistic analyses: From practical applications to tests of theoretical claims. Corpus Linguistics and Linguistic Theory) in order to determine whether different modal auxiliaries can be distinguished in terms of their collocational profiles. The analysis further examines whether different senses of the same auxiliary exhibit divergent collocational preferences. The results indicate that near-synonymous pairs of modal expressions, such as may and might or must and have to, differ in their distributional characteristics. Also, different senses of the same modal expression, such as deontic and epistemic uses of may, can be distinguished on the basis of distributional information. We discuss these results against the background of previous empirical findings (Hilpert, 2016, Construction Grammar and its Application to English, 2nd edn. Edinburgh: Edinburgh University Press, Flach, in press, Beyond modal idioms and modal harmony: a corpus-based analysis of gradient idiomaticity in modal-adverb collocations. English Language and Linguistics) and theoretical issues such as degrees of grammaticalization (Correia Saavedra, 2019, Measurements of Grammaticalization: Developing a Quantitative Index for the Study of Grammatical Change. PhD Dissertation, Université de Neuchâtel) and the avoidance of synonymy (Bolinger, 1968, Entailment and the meaning of structures. Glossa, 2(2): 119–27).

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Meaning differences between English clippings and their source words: A corpus-based study

2023, Martin Hilpert, David Correia Saavedra, Jennifer Rains

This paper uses corpus data and methods of distributional semantics in order to study English clippings such as dorm (< dormitory), memo (< memorandum), or quake (< earthquake). We investigate whether systematic meaning differences between clippings and their source words can be detected. The analysis is based on a sample of 50 English clippings. Each of the clippings is represented by a concordance of 100 examples in context that were gathered from the Corpus of Contemporary American English. We compare clippings and their source words both at the aggregate level and in terms of comparisons between individual clippings and their source words. The data show that clippings tend to be used in contexts that represent involved text production, which aligns with the idea that clipped words signal familiarity with their referents. It is further observed that individual clippings and their source words partly diverge in their distributional profiles, reflecting both overlap and differences with regard to their meanings. We interpret these findings against the theoretical background of Construction Grammar and specifically the Principle of No Synonymy.

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Intersubjectification in constructional change: From confrontation to solidarity in the "Sarcastic much?" construction

2020-9-23, Hilpert, Martin, Bourgeois, Samuel

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Higher-order schemas in morphology: What they are, how they work, and where to find them

2019-11-16, Hilpert, Martin