Markus Frohmann
6 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(27)
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The Questioner
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Speech & Audio
(1)
Analysis
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
domain adaptation
(3)
parameter-efficient fine-tuning
(2)
transfer learning
(1)
embedding space
(1)
natural language processing
(1)
text classification
(1)
multimodal learning
(1)
language model
(1)
model merging
(1)
lyrics generation
(1)
audio analysis
(1)
parameter efficient
(1)
audio classification
(1)
variance regularization
(1)
audio processing
(1)
speech recognition
(1)
multi-task learning
(1)
downstream task
(1)
feature fusion
(1)
zero-shot learning
(1)
Papers
Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion
ACL 2025
Synthetic Lyrics Detection Across Languages and Genres
NAACL 2025
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
ACL 2024
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation
EMNLP 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization
EMNLP 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition
EACL 2024