Skip to content
Open access

Exploring Mixed Copies: Evidence From English-Estonian Bilingual Speech

Aug 2026 · International Journal of Bilingualism · 0 citations · 25 references

Abstract

Recently, contact linguistics has become increasingly interested in multiword units. At the same time, the code-copying framework (CCF) includes the notion of mixed copies (MCs) that are in-between global copies (‘borrowing’) and selective copies (‘structural change’) and illustrate the transition between the lexicon and grammar. The research question is: What types of MCs occur in English-Estonian bilingual speech? The data were transcribed, and MCs identified, annotated, and classified according to their structure. English items were searched for in Estonian dictionaries to establish their Estonian equivalents or conventionalization of such items. The frequencies of MCs and their Estonian equivalents were also searched on Google to determine whether the MCs occur outside the corpus. Three datasets were analysed: written texts from 44 blogs (385,124 tokens), spoken data from 10 vlogs (117,555 tokens), and 8 podcasts (77,277 tokens). Quantitative analyses of the various MC types were conducted, followed by a qualitative analysis of representative examples. Compound nouns constitute the majority of MCs, followed by idioms, phrasal compounds, and a small number of compound verbs. No frame-changing MCs (i.e., MCs resulting in grammatical change) were attested. Since compound nouns and analytic verbs occur in both languages, structural similarity may be a facilitating factor in copying. The notion of MCs is not widely used. Research typically focuses on particular types of items (e.g., compound nouns or verbs); here, however, the question is reversed: which types of items yield MCs? It was established that the proportion of MCs in the data is comparable to that of selective copies. Within MCs, the globally copied element renders the remaining part more specific, highlighting the importance of meaning in contact-induced language change. MCs are also present on the Estonian internet and, in some cases, outnumber their Estonian equivalents, if such equivalents exist.

Read PDF

Similar papers

Open access Jul 2026

On the Status of English-Origin Nouns in Vietnamese Discourse: Evidence from Australia

This study determines the status of English-origin nouns in otherwise Vietnamese discourse among bilingual speakers in Australia. It examines whether these nouns function as fully integrated loanwords, nonce borrowings, or instances of code-switching. Taking a comparative variationist approach, this study co...

Hoa Do, James A. Walker · 0 citations
#natural language process... Preprint Aug 2026

PERCEPT: A Corpus for POS Tagging and Analysis of Persian-English Code-Mixing

This work introduces PERCEPT, the first publicly available large-scale Persian-English code-mixed corpus annotated with Universal Dependencies POS tags for code-mixed words, and conducts the first comprehensive linguistic analysis of Persian-English code-mixing across multiple social media platforms.

Ghazal Kalhor, Zahra Jafari, Amirarsalan Shahbazi et al. · 0 citations
Open access Aug 2026

Speakst Du English? Morphological Code-Mixing in German–English Bilingual Children

This study investigates morphological code-mixing, the combination of morphemes from two languages within a single word, in the spontaneous speech of young German–English bilingual children. Following a usage-based perspective, the study asks whether children’s morphological code-mixing shows systematic patterns an...

Antje Endesfelder Quick, Stefan Hartmann, Nikolas Koch · 0 citations
Open access Sep 2026

Bridging the linguistic divide: recent developments in machine translation for Indian languages

This paper analyses various recent state-of-the-art variants of large language models (LLMs) and neural machine translation (NMT) for Indian languages in comparison to statistical machine translation (SMT) and tackles key questions, such as idiomatic expressions, morphologically complex grammar or the scarceness of par...

Jayanand A. Kamble, Shivajirao M. Jadhav, V. J. Kadam · 0 citations
Open access Jul 2026

மொழியியல் பார்வையில் இறந்தகால உருபுகள்: பழந்தமிழ்ச் சொல்லமைப்பில் ஓர் ஆய்வு

Old Tamil literature differs completely from Modern Tamil in both word structure and sentence structure. Tense markers or infixes play a crucial role in denoting the tense of verbs. Although Tolkappiyar defined the tenses as three, he did not analyze and specify the exact tense markers for them. It was Nannular, who ca...

முனைவர் நா. சரண்யா · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.