Context Specificity of Lemma. Diachronic Analysis

This study deals with the recently proposed concept of so-called Context Specificity of Lemma (CSL). CSL is based on the word embedding technique called Word2vec which enables measuring lexical context similarity between lemmas. Specifically, a recently proposed method Closest Context Specificity (C...

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Veröffentlicht in:Glottometrics 2019-01, Vol.45, p.7
Hauptverfasser: Hůla, Jan, Kubát, Miroslav, Čech, Radek, Chen, Xinying, Číž, David, Pelegrinová, Kateřina, Milička, Jiří
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container_title Glottometrics
container_volume 45
creator Hůla, Jan
Kubát, Miroslav
Čech, Radek
Chen, Xinying
Číž, David
Pelegrinová, Kateřina
Milička, Jiří
description This study deals with the recently proposed concept of so-called Context Specificity of Lemma (CSL). CSL is based on the word embedding technique called Word2vec which enables measuring lexical context similarity between lemmas. Specifically, a recently proposed method Closest Context Specificity (CCS) is applied to a diachronic analysis of Czech texts. This method expresses how unique is a context within which a given lemma appears. The aim of the paper is to study what kind of semantic features can CCS detect and how useful could CCS be in a diachronic semantic analysis. The second goal is to observe the relation of CCS to frequencies in the corpora.
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subjects Context
Czech language
Diachronic analysis
Diachronic linguistics
Semantic analysis
Semantic features
Semantics
title Context Specificity of Lemma. Diachronic Analysis
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