Andreas Niekler
Orcid: 0000-0002-3036-3318
According to our database1,
Andreas Niekler
authored at least 42 papers
between 2012 and 2023.
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Bibliography
2023
Proceedings of the 12th International Conference on Geographic Information Science, 2023
Classifying Speech Acts in Political Communication: A Transformer-based Approach with Weak Supervision and Active Learning.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023
An Evaluation of a Zero-Shot Approach to Aspect-Based Sentiment Classification in Historic German Stock Market Reports.
Proceedings of the Communication Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023
Marco Polo's Travels Revisited: From Motion Event Detection to Optimal Path Computation in 3D Maps.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023
Cultural Motifs on #bigdata - A Semi-Automated Topic Modeling from a Socio-Cultural Constructionist Perspective.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023
"Auch heute war die Stimmung im Allgemeinen fest." Zero-Shot Klassifikation zur Bestimmung des Media Sentiment an der Berliner Börse zwischen 1872 und 1930.
Proceedings of the 9. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2023
Tool Studies 2.0 - Zum Potenzial von Transformern für die Erkennung und Klassifikation von Software-Tools in DH-Publikationen.
Proceedings of the 9. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2023
2022
Using Text Classification with a Bayesian Correction for Estimating Overreporting in the Creditor Reporting System on Climate Adaptation Finance.
CoRR, 2022
Into the bibliography jungle: using random forests to predict dissertations' reference section.
Proceedings of the Workshop on Understanding LIterature references in academic full TExt co-located with ACM/IEEE Joint Conference on Digital Libraries 2022 (Cologne, 2022
Putting Users in the Loop: How User Research Can Guide AI Development for a Consumer-Oriented Self-service Portal.
Proceedings of the Culture and Computing, 2022
A Demonstration System towards NLP and Knowledge Driven Data Platforms for Civil Engineering.
Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022
Peeking Inside the DH Toolbox - Detection and Classification of Software Tools in DH Publications.
Proceedings of the Computational Humanities Research Conference 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Application of the interactive Leipzig Corpus Miner as a generic research platform for the use in the social sciences.
CoRR, 2021
Mining Legacy Issues in Open Pit Mining Sites: Innovation & Support of Renaturalization and Land Utilization.
CoRR, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021
Press Freedom Monitor: Detection of Reported Press and Media Freedom Violations in Twitter and News Articles.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
CoRR, 2020
Language Model CNN-driven Similarity Matching and Classification for HTML-embedded Product Data.
Proceedings of the Semantic Web Challenge on Mining the Web of HTML-embedded Product Data co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020
2019
Augmenting a Research Information System with automatically acquired category and keyword information.
Proceedings of the 17th International Conference on Scientometrics and Informetrics, 2019
2018
Herbert von Halem Verlag, ISBN: 978-3-86962-261-3, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
2017
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries.
CoRR, 2017
CoRR, 2017
CoRR, 2017
Detecting and Assessing Contextual Change in Diachronic Text Documents using Context Volatility.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017
Proceedings of the Workshop on Teaching NLP for Digital Humanities (Teach4DH) 2017, 2017
2016
PhD thesis, 2016
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.
Proceedings of the Knowledge Graphs and Language Technology, 2016
Proceedings of the 7th Workshop on Ontologies and Data in Life Sciences, 2016
Proceedings of the Joint Proceedings of the Posters and Demos Track of the 12th International Conference on Semantic Systems, 2016
Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016
2015
Content Analysis between Quality and Quantity - Fulfilling Blended-Reading Requirements for the Social Sciences with a Scalable Text Mining Infrastructure.
Datenbank-Spektrum, 2015
2014
PACE Corpus: a multilingual corpus of Polarity-annotated textual data from the domains Automotive and CEllphone.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the 1. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2014
Brauchen die Digital Humanities eine eigene Methodologie? Überlegungen zur systematischen Nutzung von Text Mining Verfahren in einem politikwissenschaftlichen Projekt.
Proceedings of the 1. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2014
2012
ASV Monitor: Creating Comparability of Machine Learning Methods for Content Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012