Gerhard Heyer
8 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Top co-authors
Research topics
Natural Language Processing
(7)
Machine Learning
(5)
Applications · Natural Language Processing
(5)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Understanding
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Learning Types · Deep Learning
(1)
Keywords
text classification
(5)
transformer model
(2)
active learning
(2)
language model
(2)
sentiment classification
(1)
argument mining
(1)
semi-supervised learning
(1)
model evaluation
(1)
sentiment analysis
(1)
named entity recognition
(1)
cross-lingual transfer
(1)
word alignment
(1)
parallel corpus
(1)
multi-label classification
(1)
bert language model
(1)
document retrieval
(1)
sequence classification
(1)
document classification
(1)
semantic similarity
(1)
annotation projection
(1)
Papers
Targeted Syntactic Evaluation of Language Models on Georgian Case Alignment
EACL 2026
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models
EMNLP 2024
EVALIGN: Visual Evaluation of Translation Alignment Models
EACL 2023
Named Entity Annotation Projection Applied to Classical Languages
EACL 2023
Casting the Same Sentiment Classification Problem
EMNLP 2021
On Classifying whether Two Texts are on the Same Side of an Argument
EMNLP 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
ACL 2021