Andreas Niekler

51 papers A* 1B 2C 1Journal 13Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Under Construction: Ein DH-Lab im Aufbau. DHd Vera Piontkowitz, Thomas Efer, Andreas Niekler, Manuel Burghardt
2025	—	`conf`	Under Construction: Ein DH-Lab im Aufbau. DHd Vera Piontkowitz, Thomas Efer, Andreas Niekler, Manuel Burghardt
2024	—	`conf`	Digitalisierung von Sammlungssystematiken und Sammlungskatalogen am Beispiel der geowissenschaftlichen Systematiken von Abraham Gottlob Werner (1749-1817). DHd Clemens Rietdorf, Andreas Niekler, Gerhard Heide, Manuel Burghardt
2024	—	`conf`	Digitalisierung von Sammlungssystematiken und Sammlungskatalogen am Beispiel der geowissenschaftlichen Systematiken von Abraham Gottlob Werner (1749-1817). DHd Clemens Rietdorf, Andreas Niekler, Gerhard Heide, Manuel Burghardt
2024	—	`conf`	Distant Reading Textual AI Art Prompts. DHd Thomas Efer, Andreas Niekler
2024	—	`conf`	Distant Reading Textual AI Art Prompts. DHd Thomas Efer, Andreas Niekler
2023	—	`conf`	"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 Lino Wehrheim, Janos Borst, Manuel Burghardt, Andreas Niekler
2023	—	`conf`	An Evaluation of a Zero-Shot Approach to Aspect-Based Sentiment Classification in Historic German Stock Market Reports. FedCSIS (Communication Papers) Janos Borst, Lino Wehrheim, Andreas Niekler, Manuel Burghardt
2023	C	`conf`	Classifying Speech Acts in Political Communication: A Transformer-based Approach with Weak Supervision and Active Learning. FedCSIS Klaus Schmidt, Andreas Niekler, Cathleen Kantner, Manuel Burghardt
2023	—	`conf`	Cultural Motifs on #bigdata - A Semi-Automated Topic Modeling from a Socio-Cultural Constructionist Perspective. DH Charlotte Knorr, Andreas Niekler, Marius Behret, Christian Pentzold
2023	—	`conf`	Development of a Semantic Segmentation Approach to Old-Map Comparison (Short Paper). GIScience Yves Annanias, Daniel Wiegreffe, Andreas Niekler, Marta Kuzma, Francis Harvey
2023	—	`conf`	Marco Polo's Travels Revisited: From Motion Event Detection to Optimal Path Computation in 3D Maps. DH Andreas Niekler, Magdalena Wolska, Marvin Thiel, Matti Wiegmann, Benno Stein, Manuel Burghardt
2023	—	`conf`	Small-Text: Active Learning for Text Classification in Python. EACL (System Demonstrations) Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
2023	—	`conf`	Tool Studies 2.0 - Zum Potenzial von Transformern für die Erkennung und Klassifikation von Software-Tools in DH-Publikationen. DHd Manuel Burghardt, Nicolas Ruth, Andreas Niekler
2023	J	`jnl`	Using Language Models on Low-end Hardware. CoRR Fabian Ziegner, Janos Borst, Andreas Niekler, Martin Potthast
2022	—	`conf`	A Demonstration System towards NLP and Knowledge Driven Data Platforms for Civil Engineering. GI-Jahrestagung Janos Borst, Christofer Meinecke, Daniel Wiegreffe, Andreas Niekler
2022	—	`conf`	Into the bibliography jungle: using random forests to predict dissertations' reference section. ULITE@JCDL Silvia Eunice Gutiérrez De la Torre, Julian Equihua, Andreas Niekler, Manuel Burghardt
2022	—	`conf`	Peeking Inside the DH Toolbox - Detection and Classification of Software Tools in DH Publications. CHR Nicolas Ruth, Andreas Niekler, Manuel Burghardt
2022	—	`conf`	Putting Users in the Loop: How User Research Can Guide AI Development for a Consumer-Oriented Self-service Portal. HCI (23) 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
2022	—	`conf`	Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers. ACL (Findings) Christopher Schröder, Andreas Niekler, Martin Potthast
2022	J	`jnl`	Using Text Classification with a Bayesian Correction for Estimating Overreporting in the Creditor Reporting System on Climate Adaptation Finance. CoRR Janos Borst, Thomas Wencker, Andreas Niekler
2021	J	`jnl`	Application of the interactive Leipzig Corpus Miner as a generic research platform for the use in the social sciences. CoRR Christian Kahmann, Andreas Niekler, Gregor Wiedemann
2021	—	`conf`	Digitizing Drilling Logs - Challenges of typewritten forms. GI-Jahrestagung Kim Bürgl, Lea Reinhardt, Frank Binder, Lydia Müller, Andreas Niekler
2021	J	`jnl`	Mining Legacy Issues in Open Pit Mining Sites: Innovation & Support of Renaturalization and Land Utilization. CoRR Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer
2021	—	`conf`	Press Freedom Monitor: Detection of Reported Press and Media Freedom Violations in Twitter and News Articles. EMNLP (Demos) Tariq Yousef, Antje Schlaf, Janos Borst, Andreas Niekler, Gerhard Heyer
2021	J	`jnl`	Small-text: Active Learning for Text Classification in Python. CoRR Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
2021	—	`conf`	Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning. ACL/IJCNLP (1) Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer
2021	A*	`conf`	The Information Retrieval Anthology. SIGIR Martin Potthast, Sebastian Günther, Janek Bevendorff, Jan Philipp Bittner, Alexander Bondarenko, Maik Fröbe, Christian Kahmann, Andreas Niekler, Michael Völske, Benno Stein, Matthias Hagen
2021	J	`jnl`	Uncertainty-based Query Strategies for Active Learning with Transformers. CoRR Christopher Schröder, Andreas Niekler, Martin Potthast
2020	J	`jnl`	A Survey of Active Learning for Text Classification using Deep Neural Networks. CoRR Christopher Schröder, Andreas Niekler
2020	—	`conf`	Language Model CNN-driven Similarity Matching and Classification for HTML-embedded Product Data. MWPD@ISWC Janos Borst, Erik Körner, Kobkaew Opasjumruskit, Andreas Niekler
2019	—	`conf`	Augmenting a Research Information System with automatically acquired category and keyword information. ISSI Sven Blanck, Andreas Niekler, Marc Kaulisch
2018	—	`book`	Automatisierte Verfahren für die Themenanalyse nachrichtenorientierter Textquellen. Andreas Niekler
2018	B	`conf`	ILCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data. LREC Andreas Niekler, Arnim Bleier, Christian Kahmann, Lisa Posch, Gregor Wiedemann, Kenan Erdogan, Gerhard Heyer, Markus Strohmaier
2018	J	`jnl`	iLCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data. CoRR Andreas Niekler, Arnim Bleier, Christian Kahmann, Lisa Posch, Gregor Wiedemann, Kenan Erdogan, Gerhard Heyer, Markus Strohmaier
2017	—	`conf`	Detecting and Assessing Contextual Change in Diachronic Text Documents using Context Volatility. KDIR Christian Kahmann, Andreas Niekler, Gerhard Heyer
2017	J	`jnl`	Detecting and assessing contextual change in diachronic text documents using context volatility. CoRR Christian Kahmann, Andreas Niekler, Gerhard Heyer
2017	J	`jnl`	Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries. CoRR Gregor Wiedemann, Andreas Niekler
2017	—	`conf`	Hands-On: A Five Day Text Mining Course for Humanists and Social Scientists in R. Teach4DH@GSCL Gregor Wiedemann, Andreas Niekler
2017	J	`jnl`	Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis. CoRR Andreas Niekler, Gregor Wiedemann, Gerhard Heyer
2017	J	`jnl`	Modeling the dynamics of domain specific terminology in diachronic corpora. CoRR Gerhard Heyer, Cathleen Kantner, Andreas Niekler, Max Overbeck, Gregor Wiedemann
2016	—	`conf`	Argumentanalyse in digitalen Textkorpora. DHd 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
2016	—	`—`	Automatisierte Verfahren für die Themenanalyse nachrichtenorientierter Textquellen. Andreas Niekler
2016	—	`conf`	Computing Semantic Change Using Context Volatility. SEMANTiCS (Posters, Demos, SuCCESS) Andreas Niekler, Christian Kahmann, Gerhard Heyer
2016	—	`conf`	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 Andreas Niekler, Christian Kahmann
2016	—	`conf`	Extracting process graphs from medical text data. ODLS Andreas Niekler
2015	J	`jnl`	Content Analysis between Quality and Quantity - Fulfilling Blended-Reading Requirements for the Social Sciences with a Scalable Text Mining Infrastructure. Datenbank-Spektrum Matthias Lemke, Andreas Niekler, Gary S. Schaal, Gregor Wiedemann
2014	—	`conf`	Brauchen die Digital Humanities eine eigene Methodologie? Überlegungen zur systematischen Nutzung von Text Mining Verfahren in einem politikwissenschaftlichen Projekt. DHd Gerhard Heyer, Andreas Niekler, Gregor Wiedemann
2014	—	`conf`	Creating dictionaries for argument identification by reference data. DHd Andreas Niekler, Gregor Wiedemann, Sebastian Dumm, Gerhard Heyer
2014	B	`conf`	PACE Corpus: a multilingual corpus of Polarity-annotated textual data from the domains Automotive and CEllphone. LREC Christian Haenig, Andreas Niekler, Carsten Wuensch
2012	—	`conf`	ASV Monitor: Creating Comparability of Machine Learning Methods for Content Analysis. ECML/PKDD (2) Andreas Niekler, Patrick Jähnichen, Gerhard Heyer