Christopher Schröder

Researcher, Institute for Applied Informatics (InfAI)

PhD student, Leipzig University

Joined

July 2021

Names

Christopher Schröder (Preferred)

Emails

****@uni-leipzig.de (Confirmed)

****@informatik.uni-leipzig.de (Confirmed)

****@infai.org (Confirmed)

****@tu-dresden.de (Confirmed)

Personal Links

Career & Education History

Researcher

Institute for Applied Informatics (InfAI) (infai.org)

2024 – Present

PhD student

Leipzig University (uni-leipzig.de)

2019 – Present

PhD student

ScaDS.AI (scads.ai)

2023 – 2024

Advisors, Relations & Conflicts

Coworker

Lukas Gienapp

2023 – Present

Coauthor

Martin Potthast

2021 – Present

PhD Advisor

Gerhard Heyer

2019 – Present

Coworker

Lena Jurkschat

2023 – 2024

Coworker

Rene Jäkel

2023 – 2024

Coauthor

Andreas Niekler

2019 – 2022

Expertise

text classification

active learning

neural networks

deep learning

2019 – Present

sentence representations

embeddings

2018 – Present

Publications

Trigger Warning Assignment as a Multi-Label Document Classification Problem
Matti Wiegmann, Magdalena Wolska, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast
- Published: 01 Jan 2023, Last Modified: 20 Jul 2023
- ACL (1) 2023
- Readers: Everyone
The Infinite Index: Information Retrieval on Generative Text-To-Image Models
Niklas Deckers, Maik Fröbe, Johannes Kiesel, Gianluca Pandolfo, Christopher Schröder, Benno Stein, Martin Potthast
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- CHIIR 2023
- Readers: Everyone
Small-Text: Active Learning for Text Classification in Python
Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- EACL (System Demonstrations) 2023
- Readers: Everyone
Trigger Warnings: Bootstrapping a Violence Detector for FanFiction
Magdalena Wolska, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast
- Published: 01 Jan 2022, Last Modified: 03 Oct 2023
- CoRR 2022
- Readers: Everyone
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers
Christopher Schröder, Andreas Niekler, Martin Potthast
- Published: 01 Jan 2022, Last Modified: 03 Oct 2023
- ACL (Findings) 2022
- Readers: Everyone
The Infinite Index: Information Retrieval on Generative Text-To-Image Models
Niklas Deckers, Maik Fröbe, Johannes Kiesel, Gianluca Pandolfo, Christopher Schröder, Benno Stein, Martin Potthast
- Published: 01 Jan 2022, Last Modified: 03 Oct 2023
- CoRR 2022
- Readers: Everyone
Small-text: Active Learning for Text Classification in Python
Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
- 2021 (modified: 16 Nov 2021)
- CoRR 2021
- Readers: Everyone
Uncertainty-based Query Strategies for Active Learning with Transformers
Christopher Schröder, Andreas Niekler, Martin Potthast
- 2021 (modified: 16 Nov 2021)
- CoRR 2021
- Readers: Everyone
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning
Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer
- 2021 (modified: 07 Sept 2022)
- ACL/IJCNLP (1) 2021
- Readers: Everyone
Mining Legacy Issues in Open Pit Mining Sites: Innovation & Support of Renaturalization and Land Utilization
Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer
- Published: 01 Jan 2021, Last Modified: 28 Jun 2023
- CoRR 2021
- Readers: Everyone

View all 12 publications

Christopher Schröder

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors