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Turkronicles: Diachronic Resources for the Fast Evolving Turkish Language

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arxiv 2405.10133 v1 pith:RBGIQ7ZJ submitted 2024-05-16 cs.CL

classification cs.CL
keywords turkishdiachroniclanguagechangesturkroniclesurkiyeconventionscorpus
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Over the past century, the Turkish language has undergone substantial changes, primarily driven by governmental interventions. In this work, our goal is to investigate the evolution of the Turkish language since the establishment of T\"urkiye in 1923. Thus, we first introduce Turkronicles which is a diachronic corpus for Turkish derived from the Official Gazette of T\"urkiye. Turkronicles contains 45,375 documents, detailing governmental actions, making it a pivotal resource for analyzing the linguistic evolution influenced by the state policies. In addition, we expand an existing diachronic Turkish corpus which consists of the records of the Grand National Assembly of T\"urkiye by covering additional years. Next, combining these two diachronic corpora, we seek answers for two main research questions: How have the Turkish vocabulary and the writing conventions changed since the 1920s? Our analysis reveals that the vocabularies of two different time periods diverge more as the time between them increases, and newly coined Turkish words take the place of their old counterparts. We also observe changes in writing conventions. In particular, the use of circumflex noticeably decreases and words ending with the letters "-b" and "-d" are successively replaced with "-p" and "-t" letters, respectively. Overall, this study quantitatively highlights the dramatic changes in Turkish from various aspects of the language in a diachronic perspective.

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  1. Detecting Turkish Synonyms Used in Different Time Periods

    cs.CL 2024-11 conditional novelty 4.0 of 10

    A frequency-aware extension of orthogonal Procrustes alignment finds old and new Turkish synonym pairs better than a linear transformation baseline on a 221-pair test set.

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