Max Berrendorf
5 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(13)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Architectures
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Digital Humanities
(1)
Learning Types
(1)
Methods
(1)
Representation
(1)
Understanding
(1)
Keywords
link prediction
(3)
graph neural network
(2)
argument mining
(2)
knowledge graph
(2)
text classification
(1)
hyperparameter optimization
(1)
peer review analysis
(1)
text mining
(1)
query embedding
(1)
knowledge graph embedding
(1)
zero-shot transfer
(1)
multi-hop reasoning
(1)
hyper-relational fact
(1)
inductive learning
(1)
cross-domain transfer
(1)
peer review
(1)
text extraction
(1)
scientific text
(1)
argument quality
(1)
inverse relation modeling
(1)
Papers
Cross-Domain Argument Quality Estimation
ACL 2023
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract)
IJCAI 2022
Query Embedding on Hyper-Relational Knowledge Graphs
ICLR 2022
Argument Mining Driven Analysis of Peer-Reviews
AAAI 2021
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings
JMLR 2021