Andreas Niekler
5 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
text classification
(4)
active learning
(3)
query strategy
(2)
multi-label classification
(2)
uncertainty sampling
(1)
sentence classification
(1)
news article
(1)
climate adaptation
(1)
transformer model
(1)
pool-based sampling
(1)
sentence transformer fine-tuning
(1)
press freedom
(1)
media freedom
(1)
overreporting detection
(1)
bayesian inference
(1)
document retrieval
(1)
document classification
(1)
Papers
Constructing a Credible Estimation for Overreporting of Climate Adaptation Funds in the Creditor Reporting System
EACL 2023
Small-Text: Active Learning for Text Classification in Python
EACL 2023
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers
ACL 2022
Press Freedom Monitor: Detection of Reported Press and Media Freedom Violations in Twitter and News Articles
EMNLP 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning
ACL 2021