Philipp Borchert
7 papers · 2023–2025 · 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
(21)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Natural Language Processing
(5)
Learning Paradigms
(5)
Application Areas
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Applications
(2)
Optimization & Theory
(2)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
cross-lingual transfer
(3)
language model
(2)
text classification
(1)
knowledge distillation
(1)
machine translation
(1)
in-context learning
(1)
integer linear programming
(1)
exemplar selection
(1)
low-resource language
(1)
bias mitigation
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter efficiency
(1)
knapsack problem
(1)
sentence representation
(1)
diversity constraint
(1)
relation classification
(1)
low-resource setting
(1)
contrastive representation learning
(1)
multilingual model
(1)
Papers
Language Fusion for Parameter-Efficient Cross-lingual Transfer
ACL 2025
Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance
IJCNLP 2025
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning
NAACL 2024
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages
EMNLP 2024
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation.
EMNLP 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques
EMNLP 2023
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA
EMNLP 2023