Christopher Schröder

7 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (3)

Venues

ACL (3) EACL (2) EMNLP (2)

Top co-authors

Martin Potthast (4) Andreas Niekler (3) Lydia Müller (2) Matti Wiegmann (2) Benno Stein (2) Gerhard Heyer (2) Magdalena Wolska (2) Ole Borchardt (2) Daniel Wiegreffe (1) Katrin Tomanek (1)

Research topics

Machine Learning (7) Natural Language Processing (6) Applications (6) Learning Types · Machine Learning (6) Core Methods (3) Deep Learning (2) Architectures (2) Learning Types · Deep Learning (1)

Keywords

text classification (5) active learning (5) document classification (3) multi-label classification (3) query strategy (2) transformer model (2) annotation cost (1) pre-trained language model (1) sample-efficient learning (1) sentence classification (1) violence detection (1) pool-based sampling (1) sentence transformer fine-tuning (1) label taxonomy (1) nlp community (1) trigger warning (1) fan fiction (1) content warning (1) sample efficiency (1) semi-supervised learning (1)

Papers

Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026 Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024 Small-Text: Active Learning for Text Classification in Python EACL 2023 Trigger Warning Assignment as a Multi-Label Document Classification Problem ACL 2023 Trigger Warnings: Bootstrapping a Violence Detector for Fan Fiction EMNLP 2023 Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers ACL 2022 Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ACL 2021