Simon Baumgartner
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(2)
text classification
(1)
preference learning
(1)
knowledge distillation
(1)
multilingual nlp
(1)
in-context learning
(1)
text generation
(1)
preference optimization
(1)
fine-grained classification
(1)
language model alignment
(1)
learning to rank
(1)
listwise ranking
(1)
hallucination detection
(1)
gradient-based tokenization
(1)
subword tokenization
(1)
student model
(1)
transformer encoder
(1)
semantic encoding
(1)
multilingual learning
(1)
news headline generation
(1)
Papers
LiPO: Listwise Preference Optimization through Learning-to-Rank
NAACL 2025
Multilingual Fine-Grained News Headline Hallucination Detection
EMNLP 2024
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
ACL 2024
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization
ICLR 2022
A Generative Approach to Titling and Clustering Wikipedia Sections
ACL 2020