| Applying LDA topic modeling in communication research: Toward a valid and reliable methodology D Maier, A Waldherr, P Miltner, G Wiedemann, A Niekler, A Keinert, ... Computational methods for communication science, 13-38, 2021 | 710 | 2021 |
| A survey of active learning for text classification using deep neural networks C Schröder, A Niekler arXiv preprint arXiv:2008.07267, 2020 | 104 | 2020 |
| Revisiting uncertainty-based query strategies for active learning with transformers C Schröder, A Niekler, M Potthast arXiv preprint arXiv:2107.05687, 2021 | 70 | 2021 |
| Postdemokratie und Neoliberalismus: zur Nutzung neoliberaler Argumentationen in der Bundesrepublik Deutschland 1949-2011; ein Werkstattbericht G Wiedemann, M Lemke, A Niekler ZPTh-Zeitschrift für Politische Theorie 4 (1), 99-115, 2013 | 43 | 2013 |
| Leipzig corpus miner-a text mining infrastructure for qualitative data analysis A Niekler, G Wiedemann, G Heyer arXiv preprint arXiv:1707.03253, 2017 | 41 | 2017 |
| Matching results of latent dirichlet allocation for text A Niekler, P Jähnichen Proceedings of ICCM, 317-322, 2012 | 40 | 2012 |
| Methoden, Qualitätssicherung und Forschungsdesign: Diskurs-und Inhaltsanalyse zwischen Sozialwissenschaften und automatischer Sprachverarbeitung S Dumm, A Niekler Text Mining in den Sozialwissenschaften: Grundlagen und Anwendungen zwischen …, 2016 | 37 | 2016 |
| How document sampling and vocabulary pruning affect the results of topic models D Maier, A Niekler, G Wiedemann, D Stoltenberg Computational Communication Research 2 (2), 139-152, 2020 | 32 | 2020 |
| Content analysis between quality and quantity: Fulfilling blended-reading requirements for the social sciences with a scalable text mining infrastructure M Lemke, A Niekler, GS Schaal, G Wiedemann Datenbank-Spektrum 15, 7-14, 2015 | 32 | 2015 |
| Hands-On: A Five Day Text Mining Course for Humanists and Social Scientists in R. G Wiedemann, A Niekler Teach4DH@ GSCL, 57-65, 2017 | 28 | 2017 |
| Analyse qualitativer Daten mit dem „Leipzig Corpus Miner “ G Wiedemann, A Niekler Text Mining in den Sozialwissenschaften: Grundlagen und Anwendungen zwischen …, 2016 | 28 | 2016 |
| Applying LDA topic modeling in communication research: Toward a valid and reliable methodology. Communication Methods and Measures, 12 (2–3), 93–118 D Maier, A Waldherr, P Miltner, G Wiedemann, A Niekler, A Keinert, ... | 25 | 2018 |
| Lexical Semantics and Distribution of Suffixes-A Visual Analysis C Rohrdantz, A Niekler, A Hautli, M Butt, D Keim Proceedings of the EACL 2012 Joint Workshop of LINGVIS & UNCLH, 7-15, 2012 | 25 | 2012 |
| Small-text: Active learning for text classification in python C Schröder, L Müller, A Niekler, M Potthast arXiv preprint arXiv:2107.10314, 2021 | 18 | 2021 |
| Towards a DDC-based topic network model of wikipedia T Uslu, A Mehler, A Niekler, D Baumartz Proceedings of 2nd International Workshop on Modeling, Analysis, and …, 2018 | 17 | 2018 |
| Detecting and assessing contextual change in diachronic text documents using context volatility C Kahmann, A Niekler, G Heyer arXiv preprint arXiv:1711.05538, 2017 | 17 | 2017 |
| Modeling the dynamics of domain specific terminology in diachronic corpora G Heyer, C Kantner, A Niekler, M Overbeck, G Wiedemann arXiv preprint arXiv:1707.03255, 2017 | 15 | 2017 |
| Mining big data with computational methods A Waldherr, G Heyer, P Jähnichen, A Niekler, G Wiedemann Political Communication in the Online World, 201-217, 2015 | 15 | 2015 |
| Document retrieval for large scale content analysis using contextualized dictionaries G Wiedemann, A Niekler arXiv preprint arXiv:1707.03217, 2017 | 13 | 2017 |
| Supporting land reuse of former open pit mining sites using text classification and active learning C Schröder, K Bürgl, Y Annanias, A Niekler, L Müller, D Wiegreffe, ... arXiv preprint arXiv:2105.05557, 2021 | 12 | 2021 |
Gerhard HeyerProfessor Informatik, Universität Leipzig und Sächsische Akademie der Wissenschaften在 heyer-leipzig.de 的电子邮件经过验证
