Andreas Niekler

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 39

Top Venues

CoRR

DHd

LREC

Leipzig University, Germany (PHD)

Education History

Leipzig University, Germany

PHD

Publications

Fabian Ziegner, Janos Borst, Andreas Niekler, Martin Potthast
Using Language Models on Low-end Hardware. CoRR (2023)
Manuel Burghardt, Nicolas Ruth, Andreas Niekler
Tool Studies 2.0 - Zum Potenzial von Transformern für die Erkennung und Klassifikation von Software-Tools in DH-Publikationen. DHd (2023)
Lino Wehrheim, Janos Borst, Manuel Burghardt, Andreas Niekler
"Auch heute war die Stimmung im Allgemeinen fest." Zero-Shot Klassifikation zur Bestimmung des Media Sentiment an der Berliner Börse zwischen 1872 und 1930. DHd (2023)
Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
Small-Text: Active Learning for Text Classification in Python. EACL (System Demonstrations) (2023)
Andreas Niekler, Magdalena Wolska, Marvin Thiel, Matti Wiegmann, Benno Stein, Manuel Burghardt
Marco Polo's Travels Revisited: From Motion Event Detection to Optimal Path Computation in 3D Maps. DH (2023)
Klaus Schmidt, Andreas Niekler, Cathleen Kantner, Manuel Burghardt
Classifying Speech Acts in Political Communication: A Transformer-based Approach with Weak Supervision and Active Learning. FedCSIS (2023)
Janos Borst, Lino Wehrheim, Andreas Niekler, Manuel Burghardt
An Evaluation of a Zero-Shot Approach to Aspect-Based Sentiment Classification in Historic German Stock Market Reports. FedCSIS (Communication Papers) (2023)
Charlotte Knorr, Andreas Niekler, Marius Behret, Christian Pentzold
Cultural Motifs on #bigdata - A Semi-Automated Topic Modeling from a Socio-Cultural Constructionist Perspective. DH (2023)
Yves Annanias, Daniel Wiegreffe, Andreas Niekler, Marta Kuzma, Francis Harvey
Development of a Semantic Segmentation Approach to Old-Map Comparison (Short Paper). GIScience (2023)
Silvia Eunice Gutiérrez De la Torre, Julian Equihua, Andreas Niekler, Manuel Burghardt
Into the bibliography jungle: using random forests to predict dissertations' reference section. ULITE@JCDL (2022)
Nicolas Ruth, Andreas Niekler, Manuel Burghardt
Peeking Inside the DH Toolbox - Detection and Classification of Software Tools in DH Publications. CHR (2022)
Frank Binder, Jana Diels, Julian Balling, Oliver Albrecht, Robert Sachunsky, J. Nathanael Philipp, Yvonne Scheurer, Marlene Münsch, Markus Otto, Andreas Niekler, Gerhard Heyer, Christian Thorun
Putting Users in the Loop: How User Research Can Guide AI Development for a Consumer-Oriented Self-service Portal. HCI (23) (2022)
Janos Borst, Thomas Wencker, Andreas Niekler
Using Text Classification with a Bayesian Correction for Estimating Overreporting in the Creditor Reporting System on Climate Adaptation Finance. CoRR (2022)
Janos Borst, Christofer Meinecke, Daniel Wiegreffe, Andreas Niekler
A Demonstration System towards NLP and Knowledge Driven Data Platforms for Civil Engineering. GI-Jahrestagung (2022)
Christopher Schröder, Andreas Niekler, Martin Potthast
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers. ACL (Findings) (2022)
Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
Small-text: Active Learning for Text Classification in Python. CoRR (2021)
Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning. ACL/IJCNLP (1) (2021)
Tariq Yousef, Antje Schlaf, Janos Borst, Andreas Niekler, Gerhard Heyer
Press Freedom Monitor: Detection of Reported Press and Media Freedom Violations in Twitter and News Articles. EMNLP (Demos) (2021)
Christopher Schröder, Andreas Niekler, Martin Potthast
Uncertainty-based Query Strategies for Active Learning with Transformers. CoRR (2021)
Christian Kahmann, Andreas Niekler, Gregor Wiedemann
Application of the interactive Leipzig Corpus Miner as a generic research platform for the use in the social sciences. CoRR (2021)
Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer
Mining Legacy Issues in Open Pit Mining Sites: Innovation & Support of Renaturalization and Land Utilization. CoRR (2021)
Martin Potthast, Sebastian Günther, Janek Bevendorff, Jan Philipp Bittner, Alexander Bondarenko, Maik Fröbe, Christian Kahmann, Andreas Niekler, Michael Völske, Benno Stein, Matthias Hagen
The Information Retrieval Anthology. SIGIR (2021)
Kim Bürgl, Lea Reinhardt, Frank Binder, Lydia Müller, Andreas Niekler
Digitizing Drilling Logs - Challenges of typewritten forms. GI-Jahrestagung (2021)
Christopher Schröder, Andreas Niekler
A Survey of Active Learning for Text Classification using Deep Neural Networks. CoRR (2020)
Janos Borst, Erik Körner, Kobkaew Opasjumruskit, Andreas Niekler
Language Model CNN-driven Similarity Matching and Classification for HTML-embedded Product Data. MWPD@ISWC (2020)
Sven Blanck, Andreas Niekler, Marc Kaulisch
Augmenting a Research Information System with automatically acquired category and keyword information. ISSI (2019)
Andreas Niekler, Arnim Bleier, Christian Kahmann, Lisa Posch, Gregor Wiedemann, Kenan Erdogan, Gerhard Heyer, Markus Strohmaier
ILCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data. LREC (2018)
Andreas Niekler, Arnim Bleier, Christian Kahmann, Lisa Posch, Gregor Wiedemann, Kenan Erdogan, Gerhard Heyer, Markus Strohmaier
iLCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data. CoRR (2018)
Christian Kahmann, Andreas Niekler, Gerhard Heyer
Detecting and assessing contextual change in diachronic text documents using context volatility. CoRR (2017)
Andreas Niekler, Gregor Wiedemann, Gerhard Heyer
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis. CoRR (2017)
Gregor Wiedemann, Andreas Niekler
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries. CoRR (2017)
Gerhard Heyer, Cathleen Kantner, Andreas Niekler, Max Overbeck, Gregor Wiedemann
Modeling the dynamics of domain specific terminology in diachronic corpora. CoRR (2017)
Gregor Wiedemann, Andreas Niekler
Hands-On: A Five Day Text Mining Course for Humanists and Social Scientists in R. Teach4DH@GSCL (2017)
Christian Kahmann, Andreas Niekler, Gerhard Heyer
Detecting and Assessing Contextual Change in Diachronic Text Documents using Context Volatility. KDIR (2017)
Andreas Niekler, Christian Kahmann, Gerhard Heyer
Computing Semantic Change Using Context Volatility. SEMANTiCS (Posters, Demos, SuCCESS) (2016)
Miriam Butt, Gerhard Heyer, Katharina Holzinger, Cathleen Kantner, Daniel A. Keim, Jonas Kuhn, Gary S. Schaal, André Blessing, Sebastian Dumm, Mennatallah El-Assady, Valentin Gold, Annette Hautli-Janisz, Matthias Lemke, Maike Müller, Andreas Niekler, Maximilian Overbeck, Gregor Wiedemann
Argumentanalyse in digitalen Textkorpora. DHd (2016)
Andreas Niekler, Christian Kahmann
Extracting Process Graphs from Medical Text Data - An Approach Towards a Systematic Framework to Extract and Mine Medical Sequential Processes Descriptions from Large Text Sources. KEKI/NLP&DBpedia@ISWC (2016)
Andreas Niekler
Extracting process graphs from medical text data. ODLS (2016)
Matthias Lemke, Andreas Niekler, Gary S. Schaal, Gregor Wiedemann
Content Analysis between Quality and Quantity - Fulfilling Blended-Reading Requirements for the Social Sciences with a Scalable Text Mining Infrastructure. Datenbank-Spektrum 15 (1) (2015)
Andreas Niekler, Gregor Wiedemann, Sebastian Dumm, Gerhard Heyer
Creating dictionaries for argument identification by reference data. DHd (2014)
Gerhard Heyer, Andreas Niekler, Gregor Wiedemann
Brauchen die Digital Humanities eine eigene Methodologie? Überlegungen zur systematischen Nutzung von Text Mining Verfahren in einem politikwissenschaftlichen Projekt. DHd (2014)
Christian Haenig, Andreas Niekler, Carsten Wuensch
PACE Corpus: a multilingual corpus of Polarity-annotated textual data from the domains Automotive and CEllphone. LREC (2014)
Andreas Niekler, Patrick Jähnichen, Gerhard Heyer
ASV Monitor: Creating Comparability of Machine Learning Methods for Content Analysis. ECML/PKDD (2) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Niekler