Christopher Schröder

18 papers A* 1B 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey.
EACL (Volume 1: Long Papers)
Julia Romberg, Christopher Schröder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson
2025 J jnl
Have LLMs Made Active Learning Obsolete? Surveying the NLP Community.
CoRR
Julia Romberg, Christopher Schröder, Julius Gonsior, Katrin Tomanek, Fredrik Olsson
2025 J jnl
The German Commons - 154 Billion Tokens of Openly Licensed Text for German Language Models.
CoRR
Lukas Gienapp, Christopher Schröder, Stefan Schweter, Christopher Akiki, Ferdinand Schlatt, Arden Zimmermann, Phillipe Genêt, Martin Potthast
2024 A* conf
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models.
EMNLP
Christopher Schröder, Gerhard Heyer
2024 J jnl
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models.
CoRR
Christopher Schröder, Gerhard Heyer
2023 — conf
Small-Text: Active Learning for Text Classification in Python.
EACL (System Demonstrations)
Christopher Schröder, Lydia Müller, Andreas Niekler, Martin Potthast
2023 B conf
The Infinite Index: Information Retrieval on Generative Text-To-Image Models.
CHIIR
Niklas Deckers, Maik Fröbe, Johannes Kiesel, Gianluca Pandolfo, Christopher Schröder, Benno Stein, Martin Potthast
2023 — conf
Trigger Warning Assignment as a Multi-Label Document Classification Problem.
ACL (1)
Matti Wiegmann, Magdalena Wolska, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast
2023 — conf
Trigger Warnings: Bootstrapping a Violence Detector for Fan Fiction.
EMNLP (Findings)
Magdalena Wolska, Matti Wiegmann, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast
2022 — conf
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers.
ACL (Findings)
Christopher Schröder, Andreas Niekler, Martin Potthast
2022 J jnl
The Infinite Index: Information Retrieval on Generative Text-To-Image Models.
CoRR
Niklas Deckers, Maik Fröbe, Johannes Kiesel, Gianluca Pandolfo, Christopher Schröder, Benno Stein, Martin Potthast
2022 J jnl
Trigger Warnings: Bootstrapping a Violence Detector for FanFiction.
CoRR
Magdalena Wolska, Christopher Schröder, Ole Borchardt, Benno Stein, Martin Potthast
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 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 J jnl
The Impact of Main Content Extraction on Near-Duplicate Detection.
CoRR
Maik Fröbe, Matthias Hagen, Janek Bevendorff, Michael Völske, Benno Stein, Christopher Schröder, Robby Wagner, Lukas Gienapp, Martin Potthast
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