Ralf Krestel
12 papers · 2018–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π§ Keyword Pioneer π Academic Marathon (6) π Conference Polyglot (7) π Renaissance Researcher (7)
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(6)
β‘
Prolific Year
(5)
π
Trend Setter
π
Century Club
(12)
β
The Questioner
(2)
Conferences
COLING (3)
ACL (2)
IJCNLP (2)
NAACL (2)
EACL (1)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
text classification
(5)
toxic comment classification
(2)
co-occurrence network
(2)
semantic change
(2)
logistic regression
(2)
data integration
(2)
force-directed layout
(2)
ensemble learning
(2)
data augmentation
(2)
knowledge graph
(2)
content moderation
(1)
reinforcement learning
(1)
named entity recognition
(1)
deep learning
(1)
generative adversarial network
(1)
information extraction
(1)
ensemble method
(1)
deep neural network
(1)
siamese neural network
(1)
model robustness
(1)
Papers
The Effects of Data Quality on Named Entity Recognition
EACL 2024
DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment
COLING 2024
Art Creation with Multi-Conditional StyleGANs
IJCAI 2022
Modeling the Evolution of Word Senses with Force-Directed Layouts of Co-occurrence Networks
ACL 2021
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format
ACL 2021
Modeling the Evolution of Word Senses with Force-Directed Layouts of Co-occurrence Networks
IJCNLP 2021
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format
IJCNLP 2021
Multifaceted Domain-Specific Document Embeddings
NAACL 2021
Prediction for the Newsroom: Which Articles Will Get the Most Comments?
NAACL 2018
Delete or not Delete? Semi-Automatic Comment Moderation for the Newsroom
COLING 2018
Challenges for Toxic Comment Classification: An In-Depth Error Analysis
EMNLP 2018
Aggression Identification Using Deep Learning and Data Augmentation
COLING 2018