Leander Girrbach
9 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6)
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Research topics
Machine Learning
(6)
Deep Learning
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Core Methods
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Artificial Intelligence
(2)
Interdisciplinary
(2)
Application Areas
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Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Applications
(1)
Keywords
morphological inflection
(2)
sequence labelling
(2)
embedding learning
(1)
speech synthesis
(1)
named entity recognition
(1)
multimodal learning
(1)
interpretable machine learning
(1)
parameter-efficient fine-tuning
(1)
adaptive learning
(1)
word segmentation
(1)
connectionist temporal classification
(1)
distribution shift
(1)
temporal analysis
(1)
low-resource language
(1)
weakly supervised learning
(1)
low-rank adaptation
(1)
concept extraction
(1)
edit distance
(1)
concept bottleneck model
(1)
text classification
(1)
Papers
Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings
ACL 2025
Decoupling Angles and Strength in Low-rank Adaptation
ICLR 2025
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)
ICLR 2025
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions
ICCV 2025
SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion Submission Description: Sequence Labelling for G2P
ACL 2023
Tü-CL at SIGMORPHON 2023: Straight-Through Gradient Estimation for Hard Attention
ACL 2023
TüReuth Legal at SemEval-2023 Task 6: Modelling Local and Global Structure of Judgements for Rhetorical Role Prediction
SemEval 2023
SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation
NAACL 2022
SIGMORPHON 2022 Task 0 Submission Description: Modelling Morphological Inflection with Data-Driven and Rule-Based Approaches
NAACL 2022