Markus Frohmann
6 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (31)
π§
Keyword Pioneer
β
The Questioner
Conferences
ACL (2)
EMNLP (2)
EACL (1)
NAACL (1)
Top co-authors
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)
audio processing
(1)
multi-modal learning
(1)
model merging
(1)
lyrics generation
(1)
audio analysis
(1)
parameter efficient
(1)
audio classification
(1)
variance regularization
(1)
speech recognition
(1)
language model
(1)
multi-task learning
(1)
downstream task
(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
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition
EACL 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization
EMNLP 2024
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation
EMNLP 2024