Andreas Niekler
6 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
EACL (2)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
text classification
(5)
active learning
(4)
multi-label classification
(3)
query strategy
(2)
sentence classification
(2)
news article
(1)
optical character recognition
(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)
uncertainty sampling
(1)
Papers
Small-Text: Active Learning for Text Classification in Python
EACL 2023
Constructing a Credible Estimation for Overreporting of Climate Adaptation Funds in the Creditor Reporting System
EACL 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
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
IJCNLP 2021