Title

Analysing the Impact of Removing Infrequent Terms on Topic Quality in Latent Dirichlet Allocation Models

Journal title

Central European Journal of Economic Modelling and Econometrics

Issue

No 1

Authors

Bystrov, Victor ; Naboka-Krell, Viktoriia ; Staszewska-Bystrova, Anna ; Winker, Peter

Affiliation

Bystrov, Victor : University of Lodz, Poland ; Naboka-Krell, Viktoriia : Justus Liebig University Giessen, Germany ; Staszewska-Bystrova, Anna : University of Lodz, Poland ; Winker, Peter : Justus Liebig University Giessen, Germany

Keywords

topic models ; text analysis ; latent Dirichlet allocation ; Monte Carlo simulation ; text generation ; text preprocessing

Divisions of PAS

Nauki Humanistyczne i Społeczne

Coverage

61-85

Publisher

Oddział PAN w Łodzi

Date

2025.07.11

Type

Article

Identifier

DOI: 10.24425/cejeme.2025.155564