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Integrating Approaches to the Role of Metaphor in the Evolutionary Dynamics of Language

Version 1.0

Placiński, Marek; Pleyer, Michael, 2024, "Integrating Approaches to the Role of Metaphor in the Evolutionary Dynamics of Language", https://doi.org/10.18150/7LWW8R, RepOD, V1

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Description

POLSKI

1. Informacje ogólne

Tytuł zbioru danych: Zintegrowane podejście do roli metafory w ewolucji języka

Kierownik grantu: dr Michael Pleyer

Współwykonawca: dr Marek Placiński

kontakt: Marek Placiński, marpla@umk.pl

Data zbiórki danych: marzec 2023

Miejsce zbiórki danych: Toruń, Polska

słowa-klucze: wielkie modele językowe, automatyczna identyfikacja metafory, językoznawstwo komputerowe, teoria metafory konceptualnej, ewolucja kulturowa języka

źródło finansowania: Narodowe Centrum Nauki, program Polonez Bis, umowa nr 2021/43/P/HS2/02729.


2. Opis danych

code.zip zawiera kod napisany w języku Python, który posłużył do 1) dopasowania wielkiego modelu językowego PolBERT do naszego zbioru danych 2) obliczenia entropii informacyjnej 3) zidentyfikowanie wyrażeń potencjalnie metaforycznych na podstawie entropii

Dataset.zip zawiera dwie bazy danych: zbiór tekstów zawierających interesujące nas słowa-klucze (patrz powiązany artykuł). Teksty pochodzą z dwóch korpusów, Elektroniczny korpus tekstów polskich z XVII i XVIII w. (https://korba.edu.pl/query_corpus/) oraz Mikrokorpus polszczyzny 1830-1918 (http://www.f19.uw.edu.pl/2017/01/korpus-wersja-zaktualizowana/)

data utworzenia danych: 12.06.2024



3. Licencja: CC0 1.0 Universal

4. Zbiórka danych

Dane zostały automatycznie wyekstrahowane z korpusów Elektroniczny korpus tekstów polskich z XVII i XVIII w. oraz Mikrokorpus polszczyzny 1830-1918 (http://www.f19.uw.edu.pl/2017/01/korpus-wersja-zaktualizowana/)

5. Informacja o danych

nazwy zmiennych:

metaphorical - czy dane słowo ma znaczenie metaforyczne

word - lemat słowa-klucza

sent - zdanie, w którym dane słowo występuje


ENGLISH

1. General information

Title:

Integrating Approaches to the Role of Metaphor in the Evolutionary Dynamics of Language

PI: Michael Pleyer, PhD

Co-investigator: Marek Placiński, PhD

contact information: Marek Placiński, marpla@umk.pl

Date of data collection: czerwiec/lipiec 2024

Geographic location of data collection: Toruń, Polska

keywords: large language models, computational linguistics, automatic metaphor identification, evolutionary linguistics, conceptual metaphor theory

source of funding: National Science Centre, Poland, Polonez Bis program, agreement no 2021/43/P/HS2/02729.


2. Data and file overview

code.zip - contains Python code that was used to 1) fine-tune PolBERT LLM to our downstream task, 2) compute information entropy, 3) identify potentially metaphorical words based on enthropy

Dataset.zip contains two dataset: a collection of texts that contain keywords (see the related paper). The texts come from two corpora, Elektroniczny korpus tekstów polskich z XVII i XVIII w. (https://korba.edu.pl/query_corpus/) and Mikrokorpus polszczyzny 1830-1918 (http://www.f19.uw.edu.pl/2017/01/korpus-wersja-zaktualizowana/)

The files were created on 12.06.2024


3. Licence: CC0 1.0 Universal

4. Methodological information

Methods: the data was automatically extracted from Elektroniczny korpus tekstów polskich z XVII i XVIII w. (https://korba.edu.pl/query_corpus/) and Mikrokorpus polszczyzny 1830-1918 (http://www.f19.uw.edu.pl/2017/01/korpus-wersja-zaktualizowana/)

5. Data-specific information

names of variables:

metaphorical - whether the word is metaphorical

word - keyword lemma

sent - the sentence in which the keyword is attested

(2024)
Subject
Arts and Humanities
Keyword

conceptual metaphor theory, evolutinary linguistics, automatic metaphor identification, computational linguistics, large language model

Related Publication

"Integrating approaches to the role of metaphor in the evolutionary dynamics of language" https://doi.org/10.31234/osf.io/m56cn https://doi.org/10.31234/osf.io/m56cn doi:

CC0 Creative Commons Zero 1.0 CC0 Creative Commons Zero 1.0

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