Andreas Niekler

Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology

Daniel Maier, Annie Waldherr, Peter Miltner et al. · Communication Methods and Measures · 2018 · 768 citations

A Survey of Active Learning for Text Classification using Deep Neural Networks

Christopher Schröder, Andreas Niekler · arXiv (Cornell University) · 2020 · 60 citations · Full text

Engineering, Machine Learning, Large Language Model +24

Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers

Christopher Schröder, Andreas Niekler, Martin Potthast · Findings of the Association for Computational Linguistics: ACL 2022 · 2022 · 49 citations · Full text

How Document Sampling and Vocabulary Pruning Affect the Results of Topic Models

Daniel Maier, Andreas Niekler, Gregor Wiedemann et al. · Computational Communication Research · 2020 · 27 citations · Full text

Small-Text: Active Learning for Text Classification in Python

Christopher Schröder, Lydia Müller, Andreas Niekler et al. · 2023 · 13 citations · Full text