Andreas Niekler

Andreas Niekler

Universität Leipzig

H-index: 15

Europe-Germany

About Andreas Niekler

Andreas Niekler, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at Universität Leipzig, specializes in the field of Data Sciene, NLP, Digitalisierung, Text Mining, Philosophy of Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

The interactive Leipzig Corpus Miner: An extensible and adaptable text analysis tool for content analysis

Using Language Models on Low-end Hardware

Constructing a Credible Estimation for Overreporting of Climate Adaptation Funds in the Creditor Reporting System

An Evaluation of a Zero-Shot Approach to Aspect-Based Sentiment Classification in Historic German Stock Market Reports

Development of a Semantic Segmentation Approach to Old-Map Comparison (Short Paper)

Classifying Speech Acts in Political Communication: A Transformer-based Approach with Weak Supervision and Active Learning

Into the bibliography jungle: using random forests to predict dissertations' reference section.

Conceptual Forays: A Corpus-based Study of “Theory” in Digital Humanities Journals

Andreas Niekler Information

University

Position

___

Citations(all)

1294

Citations(since 2020)

1110

Cited By

416

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

24

i10Index(since 2020)

20

Email

University Profile Page

Universität Leipzig

Google Scholar

View Google Scholar Profile

Andreas Niekler Skills & Research Interests

Data Sciene

NLP

Digitalisierung

Text Mining

Philosophy of Science

Top articles of Andreas Niekler

Title

Journal

Author(s)

Publication Date

The interactive Leipzig Corpus Miner: An extensible and adaptable text analysis tool for content analysis

Publizistik

Andreas Niekler

Christian Kahmann

Manuel Burghardt

Gerhard Heyer

2023/9

Using Language Models on Low-end Hardware

arXiv preprint arXiv:2305.02350

Fabian Ziegner

Janos Borst

Andreas Niekler

Martin Potthast

2023/5/3

Constructing a Credible Estimation for Overreporting of Climate Adaptation Funds in the Creditor Reporting System

Janos Borst

Thomas Wencker

Andreas Niekler

2023/5

An Evaluation of a Zero-Shot Approach to Aspect-Based Sentiment Classification in Historic German Stock Market Reports

Annals of Computer Science and Information Systems

Janos Borst

Lino Wehrheim

Andreas Niekler

Manuel Burghardt

2023

Development of a Semantic Segmentation Approach to Old-Map Comparison (Short Paper)

Yves Annanias

Daniel Wiegreffe

Andreas Niekler

Marta Kuźma

Francis Harvey

2023

Classifying Speech Acts in Political Communication: A Transformer-based Approach with Weak Supervision and Active Learning

Klaus Schmidt

Andreas Niekler

Cathleen Kantner

Manuel Burghardt

2023/9/17

Into the bibliography jungle: using random forests to predict dissertations' reference section.

Understanding LIterature references in academic full TExt at JCDL 2022

Silvia Eunice Gutiérrez De la Torre

Julian Equihua

Andreas Niekler

Manuel Burghardt

2022

Conceptual Forays: A Corpus-based Study of “Theory” in Digital Humanities Journals

Journal of Cultural Analytics

Rabea Kleymann

Andreas Niekler

Manuel Burghardt

2022/12/19

Towards an understanding of knowledge bases of chatbot systems

Alrik Hausdorf

Lydia Müller

Gerik Scheuermann

Andreas Niekler

Daniel Wiegreffe

2022

Using Text Classification with a Bayesian Correction for Estimating Overreporting in the Creditor Reporting System on Climate Adaptation Finance

arXiv preprint arXiv:2211.16947

Janos Borst

Thomas Wencker

Andreas Niekler

2022/11/30

Putting Users in the Loop: How User Research Can Guide AI Development for a Consumer-Oriented Self-service Portal

Culture and Computing: 10th International Conference, C&C 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26–July 1, 2022, Proceedings

Markus Otto

Andreas Niekler

Gerhard Heyer

Christian Thorun

2022/6/16

Peeking Inside the DH Toolbox–Detection and Classification of So 昀琀 ware Tools in DH Publications

Proceedings http://ceur-ws. org ISSN

Nicolas Ruth

Andreas Niekler

Manuel Burghardt

2022

A Demonstration System towards NLP and Knowledge Driven Data Platforms for Civil Engineering

Janos Borst

Christofer Meinecke

Daniel Wiegreffe

Andreas Niekler

2022

Application of the interactive Leipzig Corpus Miner as a generic research platform for the use in the social sciences

arXiv preprint arXiv:2110.02708

Christian Kahmann

Andreas Niekler

Gregor Wiedemann

2021/10/6

Supporting land reuse of former open pit mining sites using text classification and active learning

arXiv preprint arXiv:2105.05557

Christopher Schröder

Kim Bürgl

Yves Annanias

Andreas Niekler

Lydia Müller

...

2021/5/12

Small-text: Active learning for text classification in python

arXiv preprint arXiv:2107.10314

Christopher Schröder

Lydia Müller

Andreas Niekler

Martin Potthast

2021/7/21

Applying LDA topic modeling in communication research: Toward a valid and reliable methodology

Daniel Maier

Annie Waldherr

Peter Miltner

Gregor Wiedemann

Andreas Niekler

...

2021/3/29

Revisiting uncertainty-based query strategies for active learning with transformers

Christopher Schröder

Andreas Niekler

Martin Potthast

2022/5

Wissenschaftlicher Abschlussbericht Smart_HEC

Yvonne Scheurer

Oliver Albrecht

Jana Diels

Marlene Münsch

Christian Thorun

...

2021/12/17

Digitizing Drilling Logs-Challenges of typewritten forms

INFORMATIK 2021

Kim Bürgl

Lea Reinhardt

Frank Binder

Lydia Müller

Andreas Niekler

2021

See List of Professors in Andreas Niekler University(Universität Leipzig)

Co-Authors

H-index: 91
Daniel Keim

Daniel Keim

Universität Konstanz

H-index: 55
Martin Potthast

Martin Potthast

Universität Leipzig

H-index: 25
Silke Adam

Silke Adam

Universität Bern

H-index: 20
Hannah Schmid-Petri

Hannah Schmid-Petri

Universität Passau

H-index: 15
Annette Hautli-Janisz

Annette Hautli-Janisz

Universität Konstanz

H-index: 11
Lydia Müller

Lydia Müller

Universität Leipzig

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