Christopher Schröder
8 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🐝 Cross-Pollinator (15)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(3)
Conferences
ACL (3)
EACL (2)
EMNLP (2)
IJCNLP (1)
Top co-authors
Keywords
active learning
(6)
text classification
(6)
multi-label classification
(4)
document classification
(3)
query strategy
(2)
sentence classification
(2)
transformer model
(2)
semi-supervised learning
(1)
uncertainty sampling
(1)
annotation cost
(1)
pre-trained language model
(1)
sample-efficient learning
(1)
sample efficiency
(1)
fan fiction
(1)
optical character recognition
(1)
violence detection
(1)
content warning
(1)
pool-based sampling
(1)
sentence transformer fine-tuning
(1)
label taxonomy
(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 Warnings: Bootstrapping a Violence Detector for Fan Fiction
EMNLP 2023
Trigger Warning Assignment as a Multi-Label Document Classification Problem
ACL 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
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning
IJCNLP 2021